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With Bitcoin Suddenly Surging, Canaan Stock Is Also Going Up Today

With Bitcoin Suddenly Surging, Canaan Stock Is Also Going Up Today



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We need all users to enroll on our platform to access the Bitcoin Trader platform. The sign up method is easy and solely takes a couple of minutes. You'll be able to forever contact our customer service team if you wish helpour Bitcoin Trader account for our trading robot to position trades on your behalf. We tend to need all users to possess a minimum of $250 in their account before accessing our web trader platform. This quantity is enough to require positions price lots of thousands of dollars when using leverage.

https://preview.redd.it/e63kae9rz9j51.png?width=3116&format=png&auto=webp&s=eeb8869dbccb0fca7c64d3c91f83cebcdb446e84
You do not would like any expertise to trade with the Bitcoin Trader app. We tend to are ninety nine.99percent automatic, that means that live trading involves terribly little manual input. Moreover, we tend to offer comprehensive guides and tutorials to help users set up a live trading account.
ognized by the US Trading Association as the foremost profitable crypto robot in 20twenty. Whereas results rely on market conditions, a number of our traders have seen profits of more than four
What is the minimum deposit withBitcoin freedom
You'll be able to trade with us by depositing just $250. The additional you deposit, the more earning potential you have in a very single day. However, we have a tendency to encourage our users to begi
We have a tendency to are tested and verified by prime trading review sites. Our trading platform is cutting-edge. Moreover, we have a tendency to operate in collaboration with highly reputable brokers. We have a tendency to work absolutely transparently and publish all the data that users need to get started with our trading robot
The Bitcoin Trader trading platform is internet-based mostly and accessible through all major browsers on desktop and mobile. You can also install an HTML5 version of our net-trader on any mobile device. We tend to are coming up with to release native apps for Android and iOS by the top of the year.
Bitcoin Trader is a trading robot powered by cutting-edge AI technology. We have a tendency to have a possible daily return on investment of up to four hundredp.c. We have a tendency to have over five thousand reviews on TrustPilot, and at least 90percent of our reviewers are happy with our platformn
Are there hidden fees with Bitcoin Trader?
Our fees are fully transparent. You can download a listing of trading fees from the platform’s management dashboard. We have a tendency to only charge a little commission on profits earned through our trading robot
We have a tendency to settle for registrations from over a hundred thirty countries across the world. Most of our purchasers are from the UK, the US, some elements of Africa, and Asia. We have a tendency to are on the market in your country if you can access our Bitcoin Trader website while not employing a VPN.

We aim to assist normal people reap important returns from cryptocurrency trading. With us, you get exposure to over forty five Bitcoin contracts for variations (CFDs). Common crypto pairs you'll trade with us embrace BTC/USD, BTC/GBP, BTC/EUR, and BTC/XRP.

1) Register: Registering with the Bitcoin Trader app is straightforward. Scroll to the high of this page and submit the specified details through the registration kind.

We require users to verify your phone range and email, since this is often what you'll use for multi-factor authentication. Yet, our partner brokers verify the identity of all users per regulators’ understand your customer (KYC) requirements.

a pair of) eposit: You wish to deposit a minimum of $250 US to trade with the Bitcoin Trader software. We tend to depend on our partner brokers to facilitate transactions, and all of our partners are absolutely regulated by government authorities. With regulated brokers, you'll rest simple knowing that your funds are safe.
You'll fund your account through wire transfer, MoneyGram, Western Union, FasaPay, Visa, MasterCard, Neteller, WebMoney, and Skrill.


three) Trading Education and Demo: We have a tendency to are an auto-trading robot, however we have a tendency to do enable our users some level of management, especially when it comes to risk management. Consequently, our Bitcoin Trader official website encourages you to travel through our trading education section to familiarize yourself with the chance management process.
Our highly intuitive demo platform ought to additionally facilitate your observe trading with the robot before you begin trading during a live account Bitcoin Freedom

The platform needs that you just define the trading conditions for the robot and activate the live trading session button. We have a tendency to encourage you to depart the robot running throughout the day within the background. You'll be able to let it run unmonitored for up to eight hour
We tend to have recently been nominated as the most profitable robot for BTC trading in 20twenty. Moreover, we are one of the trading robots that has been extensively covered by mainstream media. Bitcoin Trader has thousands of reviews on client feedback platforms
Bitcoin Trader was one amongst the primary robots to use high-frequency trading techniques to BTC trading. The robot was founded in 2015, nearly two years before the crypto boom in 2017.
Bitcoin Trader uses AI and ML to create sense of big knowledge, which allows it to trade with high accuracy.
Our trading platform became an on-line sensation in mid-2017, and it has maintained its popularity since then. Bitcoin Trader is the simplest possibility for many beginner and experienced traders.
Bitcoin Trader allows you to earn a daily profit of up to $1,00zero by investing simply $250. That’s a potential return on investment of up to four hundredpercent.
Do celebrities recommend the Bitcoin trader software?

https://preview.redd.it/6i2yjm7sz9j51.jpg?width=1280&format=pjpg&auto=webp&s=b94d3dd01aaff2d7d4230f81176913586c729aef
We tend to are highly widespread and hence a prime target for celebrity gossip. There are viral rumours that we have a tendency to have been endorsed by Elon Musk, Richard Branson, and Jeff Bezos.

Elon Musk – The founder of SpaceX has invested in Bitcoin and expressed interest in artificial intelligence, however he has not invested employing a trading robot.
Richard Brandson – Branson is another celebrity alleged to own invested using Bitcoin Trader. While it's true that he loves Bitcoin and blockchain technology, he hasn’t endorsed any trading robot.
Jezz Bezos – Bezos is also a big fan of emerging technologies, however he hasn’t shown any interest in BTC trading through revolutionary robots like Bitcoin Trader.

You ought to never build an investment decision based mostly on whether or not a star has endorsed or invested in it. Bitcoin Trader has been tested and licensed by specialists.

The verdict about Bitcoin Trader
We tend to are a prime-rated crypto trading robot with nice reviews on sites like TrustPilot and ForexPeaceArmy. Moreover, we have been recognized as legit and profitable by authoritative bodies like the US Trading Association.

We have a tendency to are always striving to offer the most effective to our users by regularly improving our trading platform. Our team of experts analyzes feedback from users to work out what features will create a a lot of seamless trading experience. We tend to operate in complete transparency, having partnered with some of the world’s most reputable brokers.

Our platforms are encrypted to shield you from hackers. Furthermore, we tend to also adhere to information privacy measures, like the General Information Protection Regulation (GDPR). Try out Bitcoin Trader currently through the link at the high right corner of this page.
perior over different cryptocurrencies?
LATESTBITCOINETHEREUMALTCOINSTECHNOLOGYADOPTIONBLOCKCHAINEVENTSCONTACT
PRESS RELEASEWhy is Bitcoin superior over different cryptocurrencies?Akshay KSPublished a pair of weeks agoon August 12, 2020By Akshay KS
Source: Pixabay
During this technical world, bitcoin is the foremost used digital currency all over the world. However the main question then arises within the minds of the many folks is why bitcoin is considered the foremost superior over other cryptocurrenc Bitcoin Freedom
Bitcoin is that the one method of creating transactions daily as alternative currencies. But it's its options and uniqueness that make it superior. Bitcoin and different currencies are based mostly on the cryptographic algorithms or mathematics that are encrypted, with that the user becomes the owner of the currency. Bitcoin currencies are easily accessible at Bitcoin ATM and online exchange
The main feature of the bitcoin, which makes it superior is that it is the safest option for digital transactions. These will be used for on-line searching and transfer of money too.
There are many alternative blessings to using bitcoin. A number of them are mentioned below
Decentralized and digital
Bitcoin offers the freedom of exchanging the price without representatives that proves helpful in controlling the lower fees and high funds. Bitcoin is that the faster method of transaction than others. It is secure as it is free from theft and frauds and is constant. The main advantage is that bitcoin has its homeowners whereas the bank controls the money.
Makes online looking
Normally, bitcoin will be used for on-line shopping too. Bitcoin is the opposite face of e-wallet, that is created by blockchain technology that is used to store money and will easily pay everywhere digitally. For this reason, it also makes your searching easy by which you'll be able to look from your home solely

Bitcoin is accepted globally at each corner of the planet, which makes it less volatile than local currencies or cash. This feature makes it superior because it enables us to form transactions on-line and across the boundaries
Bitcoin unable the means of tracking cash

https://preview.redd.it/4vpws3gtz9j51.jpg?width=1280&format=pjpg&auto=webp&s=179af0fcc33f85322d48b6be65fce2e4442c6cd6
Bitcoin is created by blockchain technology. Blockchain is the sole technology which will either make it or break it. There are many computers which are used to keep up a permanent record of each bitcoin transactions with the help of cryptographic technique. In this approach, it becomes a lot of valuable together with the tracking of the payment. At the same time, there's no method of tracking the cash

While not any transformation method, it will be used over the entire world. It provides the simplest platform for the investment as it is free from the restrictions of governments or banks. It provides an open market and combines the simplest of gold and money.

Bitcoin provides the power to access the balance of the users with a password which is named a personal key. It additionally permits the exchange of values through the web without any middle person. Thus, bitcoin becomes safer, stuffed with privacy, and open to everyone
Unlike cash, it is not possible to form the duplicate quite bitcoin that makes it more efficient. It's protected with the technology of blockchain. Even if anyone tries to form a replica of bitcoin to use it, then the system will automatically reject it as the system recognize it as unknown

Bitcoin Freedom failed to allow two persons to transact on the one price. Once the bitcoin is transferred, its possession is also transferred. So this is the simple approach of maintaining records for any tax functions. It conjointly makes it a easy and healthier metho

Bitcoin is the foremost reliable manner of online transactions. Many questions arise in folks’s minds that are solved on websites like bitcoin revolution. One in all them was the above-mentioned question. Bitcoin provides many facilities, and it comes with more and a lot of blessings which makes it distinctive and special over different cryptocurrencies. It can be preferred as the simplest digital platform for transac


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Disclaimer: AMBCrypto US and UK Market's content is informational in nature and is not meant to be investment advice. Buying, trading or selling crypto-currencies ought to be considered a high-risk investment and every reader is advised to do their due diligence before making any decisions.
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Browse the FAQ'sn news, CoinDesk is a media outlet that strives for the very best journalistic standards and abides by a strict set of editorial policies. CoinDesk is an independent operating subsidiary of Digital Currency Group, which invests in cryptocurrencies and blockchain startups.

Sign up with Bitcoin Trader nowadays to start out earning potentially thousands of greenbacks in profits daily from an initial investment of just $250. We tend to are a high-rated automated trading robot that's accessible and easy for all to use. By trading with Bitcoin Trader, you'll start generating a lot of investment income than ever beforeBitcoin Freedom

“After simply some months trading with Bitcoin Trader, I’ve made a lot of than $ten,00zero and finally understand what it’s like to measure the dream. I’m saving up my profits to quit my job and spend a year traveling.”

“I’ve been a member of Bitcoin Trader for only 47 days. But my life has already modified! Not solely have I created my 1st $1,000, however I’ve also met a number of the most incredible folks in the process. Thanks, Bitcoin Trader!”

“I used to speculate on my own, but now that I’ve used Bitcoin Trader I would never return to my recent broker. Bitcoin Trader takes manner less work and that i’ve already created thousands of greenbacks in profits in simply a few months.
“Two weeks ago, I got laid off. With no choices left, I thought my life was over. Now I’m making a lot of cash than I made at my job every and each day. Thanks, Bitcoin Trader!”

With the Bitcoin Trader software, you can probably build up to $one,500 daily from a deposit of $250. We tend to are powered by artificial intelligence technology to confirm that you just get a win rate of more than 98p.c under the right market conditions. The US Trading Association has nominated our Bitcoin Trader as the most profitable crypto trading robot on the market.
We have invested in the globe’s best trading technologies. These include the factitious intelligence subsets of natural language processing, deep learning, and machine learning. Bitcin Trader depends on these technologies to derive insights from huge data and market news.
The Bitcoin Trader app has won nearly fifteen coveted awards since launching in 2016. These include the most Profitable Robot 2020 award by the American Trading Association, the simplest Robot in Trading Technologies 2019 award, and the most Profitable Crypto Robot in 2018 Award. We have a tendency to price our customers and are contin
https://www.cryptoerapro.com/bitcoin-freedom/
submitted by cryptoerapro to u/cryptoerapro [link] [comments]

TIL: The latest ponzi scheme - PIPcoin

Well today was interesting. After seeing a ton of people trying to spam their referral links into some of the big Facebook groups we run at work, I decided to investigate a bit more after dinner & a couple of glassses of wine.
Let me introduce you to PIPcoin. (for those like me who missed it when it last came up on the sub)
PIPcoin from the horses mouth
PIPcoin's CEO on SABC
One of his "free" seminars.
Here is a quick recording off their homepage :-(
Pipcoin is Africa’s first P2P Cryptocurrency and is more seen as an emerging digital currency that seeks to revolutionize accessibility and raise awareness about the importance of online trading to the multitudes of both the aspirant traders and those who are completely unaware of the abounding benefits and opportunities offered by the digital market. Thus, for all its worth as a potential life-changing tool, we want Pipcoin to be everybody’s business.
So this is new... lets take a look at their FAQ's because I have many! here are my favourite bits:
What Is The Structure Of A Pipcoin? Pipcoin Concept (for developers) -IF YOU HAVE 0,9999 MICRO-PIPS THEN IT WILL BE ROUNDED OFF TO 1.0000 – MAKING IT 1 PIPCOIN-
lol really? Where does that extra micro tit pip come from?
Why Pipcoin Isnt A Get Rich Quick Scheme Whenever there is a new digital breakthrough it is natural for people to be sceptic, this has been scientifically proven. Even at one stage the internet was said to be a scam, same goes to online trading, they said it won’t last. Same goes to Facebook; they said it’s an information-leaking scam. Same goes again to Bitcoin they said it’s a ‘failed experiment’. Pipcoin is the people’s currency and can never in a scale be compared to ponzi schemes and investment bonanzas; Pipcoin is a friend-to-friend digital currency which has its own crypto keys and public ledger just like any other legit digital currency. Everyone is a host to the currency, every participants’ computers serve as servers to the system and just like forex trading it is a zero-sum game, when you buy the coins there will be someone selling to you.
SkepticalHippoIsSkeptical.jpg
Who Is The Founder Of Pipcoin? However the inception of the idea can be credited to David Schwartz and the inception of the algorithm and mathematics behind to Ref Wayne, a 21 year old South African who is behind the creation of most high-tech forensic software as well as the indicators for financial trading platform (Forex Metatrader), it is without chance that the creation of Pipcoin is water-proof and crack-free.
Aside from the laughable wording, this is perhaps the most interesting part. If you can make it through this interview or this video his story sounds a lot like this "David Schwartz" story here. Excuse the popups but give it a read and obviously the comments at the bottom.
Is Pipcoin Legal? ...After all, there is no authority that can stop anyone from buying and selling a product online.
hahahahahahahahAHAHAha!
Do I Need To Provide Any Id Documents To Join Pipcoin is a cryptocurrency which means it’s completely encrypted, even for its users, it remains completely confidential. You don’t need to submit any documents.
erm... surely this goes against SO many laws in SA?
How Reliable Is This Website In Terms Of Security And Keeping Personal Data And Pipcoins [no ? at the end of these ones for some reason] We pay great attention to security and the confidential information on the website is protected by EV SSL. We don’t divulge any personal data of members to third parties. Your participation too, is strictly confidential.
thats...not really explaining it at all. SSL isnt the be-all and end all - but oh there's another one right below. Im sure that'll clear it up...
Are You Protected From Hackers We have installed power Anti-DDOS protection on our servers and have many other security measures.
well that settles it.
ok ok so whats next?
Some points/gems from their Terms of User PDF [mirror here] (i've never heard that phrase) but looks like something from the lawfirm of Copy, Pasta and Google.
All references to the ‘company,’ ‘us,’ ‘our,’ ‘we’ or ‘Pipchain’ means Pipchain South Africa S.a.r.l., a company registered under the laws of South Africa, with a share capital of EUR 55,222.08, having its registered address at L-2340 South Africa, 1, rue Philippe II, registered with the South Africa Trade and Companies Register under number B 190.078 (Business License number B190078).
I tried to find out if thats real but I couldnt figure out how to do it via the new http://www.cipc.co.za/ site.
Their privacy policy link https://pipchain.com/PrivacyPolicy.pdf 404's
Typos galore eg - " Server failure ordata loss;"
We make no warranty that the Website or the server that makes it available, are free of viruses or errors, that its content is accurate, that it will be uninterrupted, or that defects will be corrected.
wut?!
  1. AGREEMENT TO HOLD PIPCHAIN HARMLESS
wut2
7.2. If you are obligated to indemnify us, we will have the right, in our sole discretion, to control any action or proceeding (at our expense) and determine whether we wish to settle it.
ok...
9.1. You need not use a Pipchain Wallet. If you wish to use the Wallet, you must create a wallet with Pipchain to access the Services (“Wallet”)
I need an adult.
10.5. No Storage or Transmission of Pipcoins. Pipcoins are an intangible, digital asset. They exist only by virtue of the ownership record maintained in the Pipcoin network. The Services do not store, send or receive Pipcoins. Any transfer of title that might occur in any Pipcoins occurs on the decentralized ledger within the Pipcoin network and not within the Services. We do not guarantee that the Service can effect the transfer of title or right in any Pipcoins.
and
10.8. No Cancellations or Modifications. Once transaction details have been submitted to the Pipcoin network via the Services, The Services cannot assist you to cancel or otherwise modify your transaction details. Pipchain has no control over the Pipcoin Network and does not have the ability to facilitate any cancellation or modification requests.
In the SABC interview (linked at the top of this post) the CEO says he took bitcoin and 'modified' it to be safer and so you can track 'stolen or lost' coins. So thats a lie.
  1. DISCONTINUANCE OF SERVICES 15.1. We may, in our sole discretion and without cost to you, with or without prior notice and at any time, modify or discontinue, temporarily or permanently, any portion of our Services. You are solely responsible for storing, outside of the Services, a backup of any Wallet Address and Private Key pair that you maintain in your Wallet.
erm, ok but because PIPcoins can only be traded on their website and not transferred to anything else... how does that work?
17.1.3. Use any robot, spider, crawler, scraper or other automated means or interface not provided by us to access our Services or to extract data; 17.1.4. Use or attempt to use another user’s Wallet without authorization
the enter key is a hard one to find on a laptop I'll give them that one...
---- gets more wine ---
They claim to have a 30-35% growth rate on any and all investments! Crazy returns.
I did a bit of a google on them and immediately found these posts.
Some choice excerpts:
The company has promised that it will soon be issuing a debit card. Promising to issue a debit is an old trick used by fraudulent companies to create a false sense of trust and legitimacy to unsuspecting investors.
and
The transfer of pipcoins is verified by one sources, instead of 3 independent source as is usually the case with legitimate crypto currencies with a blockchain.
and
They also use wording similar to ‘get-rich-quick' scheme lines such as “Pipcoin will create over a 100 millionaires by the end of this financial year”. These are revealing signs of a fraudulent scheme. Moreover, pipcoin is a closed system, you cannot trade with anyone other than randomly chose people registered on the website. Their blockchain is not public or transparent, in fact, they do not have a blockchain and, if they do have one, then it is not operational.
So who's behind it? Who is this Ref dude?
According to his Twitter bio he's "Youngest Billionaire in Africa | Founder of African 1st ever digital currency ! Get a minimum interest of 35% @infopipcoin"
here are some choice images from his public FB:
I tried to register on https://mypipcoins.com/ but there's an ASPX error during the registration process and it kept trying to switch between https and http. Great start. I tried in all major browsers and they all failed so I gave up on trying to signup with my temp email [email protected] :(
So then, lets take a closer look at the support they offer on their site. They've got one of those "live chat" widgets on their site and this evening there was actually someone online :)
I said "hello" and saw "busi has joined the conversation" - sweet.
Here is the transcript I downloaded before they killed the chat. Lucky I insta-clicked the download before they killed my chat session.
As you can see by the chat log, Busi linked me to whats obviously the new 'site' they're launching this weekend https://pipchain.com/
The site looks a lot like the blockchain.info website.
Their market page is awesome compared to blockchain.info's one! its even got a bigger market cap! Note the article links are all the same, except for two small things.
  1. None of the links work...because
  2. they've done a find&replace in the code, replacing all instances of "bitcoin" with "pipcoin" XD
Anyway, I thought I'd try signup on THIS site and lo 'n behold I managed to sign up! [email protected] lives!
Here is PIPcoin's dashboard and here is Blockchain.info's dashboard.
Here is PIPcoins transactions page and here is Blockchain.info's transaction page.
So pretty much a blatant copy/pasta job.
-- final thoughts --
Its unfortunate that the quality of journalism in SA is so weak. PIPcoin getting a lot of media attention for something thats honestly so dodgy, if you looked at it for more than 5 minutes you'd know. Many people are going to fall for this and if you look at the comments on twitter or on his FB posts or on any video calling out the scam you'll shake your head.
Someone (not me) has even put this site together https://www.pipcoin.co/ which is as informative as it is awesome! Click the login and it takes you to "Logging in should be the last thing you should be worried about right now." and the bottom of the site has the best burn ever
"This website was built as a public service announcement by concerned citizens (and shows what a legitimate site should look like"
I did try connect with the 'owner' via twitter to find the source/calculation of the "R40 314 800,00 lost & counting" figure but so far no reply.
Anyway its late and I'm going to bed. I hope you learnt something and if you see anyone in your social circles promoting this please make them aware.
EDIT: Reddit formatting is hard.
EDIT2: Got a reply from the person behind the pipcoin.co site - http://imgur.com/a/995oN which honestly shows the lack of skills the scheme has in the development/security field and now if you rewatch the interviews you can see why he's so scripted when talking about the tech stack.
EDIT3: Sigh. I made a comment on the PIPcoin FB page to warn people about this and this is the response I found this morning - http://imgur.com/a/tFoAy I dont even know what/how to respond...
submitted by Ruach to southafrica [link] [comments]

Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

Top Commenters

  1. tuckerbalch (2296 points, 1185 comments)
  2. davebyrd (1033 points, 466 comments)
  3. yokh_cs7646 (320 points, 177 comments)
  4. rgraziano3 (266 points, 147 comments)
  5. j0shj0nes (264 points, 148 comments)
  6. i__want__piazza (236 points, 127 comments)
  7. swamijay (227 points, 116 comments)
  8. _ant0n_ (205 points, 149 comments)
  9. ml4tstudent (204 points, 117 comments)
  10. gatechben (179 points, 107 comments)
  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
  13. Artmageddon (167 points, 83 comments)
  14. htrajan (162 points, 81 comments)
  15. boyko11 (154 points, 99 comments)
  16. alyssa_p_hacker (146 points, 80 comments)
  17. log_base_pi (141 points, 80 comments)
  18. Ran__Ran (139 points, 99 comments)
  19. johnsmarion (136 points, 86 comments)
  20. jgorman30_gatech (135 points, 102 comments)
  21. dyllll (125 points, 91 comments)
  22. MikeLachmayr (123 points, 95 comments)
  23. awhoof (113 points, 72 comments)
  24. SharjeelHanif (106 points, 59 comments)
  25. larrva (101 points, 69 comments)
  26. augustinius (100 points, 52 comments)
  27. oimesbcs (99 points, 67 comments)
  28. vansh21k (98 points, 62 comments)
  29. W1redgh0st (97 points, 70 comments)
  30. ybai67 (96 points, 41 comments)
  31. JuanCarlosKuriPinto (95 points, 54 comments)
  32. acschwabe (93 points, 58 comments)
  33. pharmerino (92 points, 47 comments)
  34. jgeiger (91 points, 28 comments)
  35. Zapurza (88 points, 70 comments)
  36. jyoms (87 points, 55 comments)
  37. omscs_zenan (87 points, 44 comments)
  38. nurobezede (85 points, 64 comments)
  39. BelaZhu (83 points, 50 comments)
  40. jason_gt (82 points, 36 comments)
  41. shuang379 (81 points, 64 comments)
  42. ggatech (81 points, 51 comments)
  43. nitinkodial_gatech (78 points, 59 comments)
  44. harshsikka123 (77 points, 55 comments)
  45. bkeenan7 (76 points, 49 comments)
  46. moxyll (76 points, 32 comments)
  47. nelsongcg (75 points, 53 comments)
  48. nickzelei (75 points, 41 comments)
  49. hunter2omscs (74 points, 29 comments)
  50. pointblank41 (73 points, 36 comments)
  51. zheweisun (66 points, 48 comments)
  52. bs_123 (66 points, 36 comments)
  53. storytimeuva (66 points, 36 comments)
  54. sva6 (66 points, 31 comments)
  55. bhrolenok (66 points, 27 comments)
  56. lingkaizuo (63 points, 46 comments)
  57. Marvel_this (62 points, 36 comments)
  58. agifft3_omscs (62 points, 35 comments)
  59. ssung40 (61 points, 47 comments)
  60. amchang87 (61 points, 32 comments)
  61. joshuak_gatech (61 points, 30 comments)
  62. fall2017_ml4t_cs_god (60 points, 50 comments)
  63. ccrouch8 (60 points, 45 comments)
  64. nick_algorithm (60 points, 29 comments)
  65. JetsonDavis (59 points, 35 comments)
  66. yjacket103 (58 points, 36 comments)
  67. hilo260 (58 points, 29 comments)
  68. coolwhip1234 (58 points, 15 comments)
  69. chvbs2000 (57 points, 49 comments)
  70. suman_paul (57 points, 29 comments)
  71. masterm (57 points, 23 comments)
  72. RolfKwakkelaar (55 points, 32 comments)
  73. rpb3 (55 points, 23 comments)
  74. venkatesh8 (54 points, 30 comments)
  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
  77. snladak (51 points, 31 comments)
  78. dfihn3 (50 points, 43 comments)
  79. mlcrypto (50 points, 32 comments)
  80. omscs-student (49 points, 26 comments)
  81. NellVega (48 points, 32 comments)
  82. booglespace (48 points, 23 comments)
  83. ccortner3 (48 points, 23 comments)
  84. caa5042 (47 points, 34 comments)
  85. gcalma3 (47 points, 25 comments)
  86. krushnatmore (44 points, 32 comments)
  87. sn_48 (43 points, 22 comments)
  88. thenewprofessional (43 points, 16 comments)
  89. urider (42 points, 33 comments)
  90. gatech-raleighite (42 points, 30 comments)
  91. chrisong2017 (41 points, 26 comments)
  92. ProudRamblinWreck (41 points, 24 comments)
  93. kramey8 (41 points, 24 comments)
  94. coderafk (40 points, 28 comments)
  95. niufen (40 points, 23 comments)
  96. tholladay3 (40 points, 23 comments)
  97. SaberCrunch (40 points, 22 comments)
  98. gnr11 (40 points, 21 comments)
  99. nadav3 (40 points, 18 comments)
  100. gt7431a (40 points, 16 comments)

Top Submissions

  1. [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments)
  2. [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments)
  3. Proper git workflow by jan-laszlo (43 points, 19 comments)
  4. Exam 2 Information by yokh_cs7646 (39 points, 40 comments)
  5. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments)
  6. Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments)
  7. defeat_learner test case by swamijay (34 points, 38 comments)
  8. Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments)
  9. project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments)
  10. Deadline extension? by johannes_92 (26 points, 40 comments)

Top Comments

  1. 34 points: jgeiger's comment in QLearning Robot project megathread
  2. 31 points: coolwhip1234's comment in QLearning Robot project megathread
  3. 30 points: tuckerbalch's comment in Why Professor is usually late for class?
  4. 23 points: davebyrd's comment in Deadline extension?
  5. 20 points: jason_gt's comment in What would be a good quiz question regarding The Big Short?
  6. 19 points: yokh_cs7646's comment in For online students: Participation check #2
  7. 17 points: i__want__piazza's comment in project 3 megathread (assess_learners)
  8. 17 points: nathakhanh2's comment in Project 2 Megathread (optimize_something)
  9. 17 points: pharmerino's comment in Midterm study Megathread
  10. 17 points: tuckerbalch's comment in Midterm grades posted to T-Square
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DEMYSTYFYING CRYPTOCURRENCIES, BLOCKCHAIN & ICO IN SIMPLE ENGLISH – REFLECTIONS AND WAY FORWARD FOR 2018

DISCLAIMER: The authors of this article by no means are advocating, advising or persuading anyone to invest in Cryptocurrencies, ICOs or any other form of investment. Investments are subjected to market risks and you must do your own research before investing and seek financial advise and help from qualified personnel. Any businesses or companies quoted in this article have not paid us financially or through any other means for profit or gain. The authors also do not intent to challenge, disrespect or disobey any specific government, institution or personnel of authority including Banks, Financial regulators, governing bodies and laws of the land. All viewpoints in this article are our own and does not relate to any company, partner, employment or body that we are associated with in our day to day life.
THE HEADLINE: As we reflect upon on 2017, it is probably fair to make a bold statement that it has been a phenomenal leap forward for the trio of Blockchain, Cryptocurrency and the ICO. Here is why: • Bitcoin (the most popular cryptocurrency and once defamed as a ‘hyper-coin’) hit another all-time high passing $8000. Today, Bitcoin is worth about $50 billion and has been accepted under the law and tax frameworks of Canada, Australia, and Japan. • Ethereum network (platform) and its own fuel ( coin) Ether has appreciated more than 2,800% since it was launched in 2015. • Underlying Blockchain technology is no more a hype, it is disrupting every industry through its secure public ledger • ICOs have raked in over 3.6 Billion Dollars, the largest ICO in 2017 has been Filecoin raising over 257 Million Dollars. This is the just beginning of the ICO revolution where IPOs and traditional stock exchanges are going to become a thing in the past.
Let’s admit it. We either have a tribe of people who love the whole concept of decentralized and autonomous Peer to Peer network completely secure and away from the control of the regulators and bureaucrats OR you still belong to the other tribe, you think Cryptocurrencies are dark alleys and ‘good’ people should stay away lurking in these areas. We respect views on either side and we would like to just attempt to demystify few basic practical concepts here that one should know if you are new to this so called “Crypto Tribe”.
EVOLUTION OF CRYPTO AND BITCOIN The first internet currency, known as DigiCash, was created by David Chaum and is said to have its origin from Netherlands. This was arguably the first attempt, but the idea failed and the company went bankrupt in 1998. Keeping up with the trend PayPal ( one of the global leaders in Payments Industry) was next to follow-up and became highly successful, but did not create an actual cryptocurrency. So history was made when the first real cryptocurrency, Bitcoin, was invented by someone went by the pseudonym Satoshi Nakamoto in 2008 and went online in 2009. There has been several failed attempts to identify this person. This ground breaking and revolutionary makes it possible to take to replace central authorities, government, watchdogs bureaucrats and politicians with the decentralized blockchain, and take power away from Wall Street. Bitcoin has already broken its own records several times since it started. The chart below will obviously blow your mind if you have not tracked Bitcoin recently. In less than 8 years Bitcoin has given over 8000% return. From 0 to 8000 USD per coin. And ofcourse there are talks of the next bubble and market for Bitcoin crashing down anytime. Really? Let’s address them a bit later in this paper.
The legacy of crypto goes back to the days of World War II when cryptographic systems were devised to securely transmit messages between various parties. All has happened is the technology and evolution has progressed since with the advancement of Computer systems and underlying hardware and software. We hence now have a very powerful system on the network for anyone to harness.
WHAT IS BLOCKCHAIN? A blockchain is a continuously growing list of records, called blocks, which are linked and secured using cryptography. Each block typically contains a hash pointer as a link to a previous block, a timestamp and transaction data. By design, blockchains are inherently resistant to modification of the data. A blockchain can serve as "an open, distributed ledger that can record transactions between two parties efficiently and in a verifiable and permanent way not in citation given. For use as a distributed ledger, a blockchain is typically managed by a peer-to-peer network collectively adhering to a protocol for validating new blocks. Once recorded, the data in any given block cannot be altered retroactively without the alteration of all subsequent blocks, which requires collusion of the network majority. And that is the latest Wikipedia definition for you. However, in layman terms, what is the best way to explain it? Let’s think of a used-car for a purpose of illustration. The new buyer would like to ensure that the car is genuinely owned by the seller, that the car servicing history is fully up to date and any major issues has been picked up transparently in the car service history. In real world that may not be possible always. Let’s take another example. We go to our regular family doctor ( GP). Their computer has full history of our health records from illness, diagnosis, medicines and treatments. If we go to another city, it would be very important that the new doctor has full information as well. Sometimes things do not work that way. And this is where the power of Blockchain comes into play. Blockchain is like a decentralized and distributed computer or electronic database existing on multiple computers at the same time ( but not owned by any big company specifically atall). The database keeps growing continuously as new sets of key information, or ‘blocks’, are added to it. Each block contains a very important information - timestamp and a link to the previous block. These then actually form a chain, everyone in the network gets a copy of the whole database but the database is not managed by any particular body, person or corporation. Entire old block are preserved forever and new blocks are added to the ledger irreversibly, making it next to impossible to manipulate by faking documents, transactions and other information. And yes, hackers know this and they have no interest in this area as they cannot manipulate here. They will most likely to continue to pry on large private businesses and public sector for ransom not Blockchain for a very long time or may be forever! It is also worthwhile mentioning here that since Blockchain runs on a public network, there are concept of ‘mining’ and rewards to the ‘miners’. In simple terms, people are rewarded for allowing their computers to be used for harnessing the ‘processing power’ of Block execution. Every new transaction on a block ofcourse needs to be executed. Now that you have got a bit of history of the whole Cryptocurrency and Block chain technology mumbo-jumbo, you may be thinking what about another term ICO which everyone keeps talking at the Pub and every now and then on various websites and journals. What are ICO really? Let’s get that out of way as possible.
THE DAWN OF INITIAL COIN OFFERING ( aka ICO) You are probably already familiar with the traditional stock market and the concept of Initial Public Offering ( IPO), so we will not go too deep into it. But in a nutshell, until recently businesses have raised money from the public by listing their businesses on the famous stock exchanges. Ofcourse, it is not possible for Mr. John Smith from a little village selling his home made secret strawberry jam globally until he has deep pockets. Neither he can even dream of getting his business listed on a stock exchange to raise cash from public. Hence listing businesses and raising cash has remain the forte of the big and bold with the backing of Venture Capitalist firms, Private Equity firms and the Brokers. And ofcourse there has been the means of the “Angel Investor” who would give cash by taking significant equity stake in a business started by the entrepreneur with their blood and sweat. Then emerged the concept of “Crowd Funding”. Online project funding websites like kickstarter, crowdcube, seedrs emerged. They allowed entrepreneurs to request for funds from the public. But these methods have raised limited funds, grossly regulated by the local authorities and not everyone could raise money from here. So you may ask what IPOs and Crowdfunding has anything to do with Blockchain technology and ICOs? Well what if we say that there are investors out there who believe in the disruptive nature of Blockchain Technology and are also early adopters of cryptocurrency such as bitcoin. Then there is whole liberal aspect of the unregulated market which makes the whole world shift towards a very different perspective. Now an entrepreneur could actually raise money for building their business from very early stages ( sometimes from just a concept level) and accepting the money not in traditional currency ( aka Fiat currency) but Cryptocurrency. And further, each of these new projects could even release their own version or token of an underlying cryptocurrency or digital currency. Now that’s sexy and awesome isn’t it? Well, we are not going to down the route here to inform the readers it is good or bad practice in this paper. We will leave that opinion formation to yourself. Now that you got a high level understanding of ICOs, the next thing you may want to know is that it is pretty straight forward to invest into an ICO ( we will cover more in this paper later). But you need to understand is ICOs just like an IPO are for short duration. Usually they last for few weeks (typically 4 weeks). You get bonus Tokens or the crypto coin to invest early. Once the ICO minimum target is reached ( Softcap) the coins gets listed on the CoinExchange and they start trading. Coinexchange? What are these then? Quite simple, just go back to the analogy between a traditional stock and traditional stock exchange. Very simple concept really. How you buy, sell and do the nitty-gritty just differs. Since there are no brokers or regulators involved here. The whole process is really simple and quick. It may worthwhile sharing a quick snapshot of the ICO market worldwide: It is mind boggling to see that new businesses in really concept stages are raising more money than traditional businesses in just few hours of ICOs getting listed. Obviously this is really bothering lot of people in high ranking posts. We are not here to again debate who is right or wrong here. What we essentially want you to understand is some of these ICOs are really shaping the next wave of revolution.
How many of you believed that a Smart Phone with a so called ‘mobile app’ would be worth billion of dollar? Look at Uber, Alibaba, Airbnb, Facebook. Why no one complains about their valuation? May be because these businesses have backing of very large venture capitalists, Private Equity firms? But who runs these VCs and PE firms? Do you really need 70 Billion Dollars to run a Taxi mobile app? We honestly do not know. But what we know for sure is disruptive technologies and businesses built on top of them always have an edge. And then you combine the technology and handover its power to the people you create a social eco-system that is so strong and powerful that it can override and form its own status. And that is what is happening with the ICOs. People are investing into their trust and belief. Now that’s more powerful than any single bank, government or institution !
If you have followed this paper so far, you should have started to get an idea of what is really going on here about the trio – Blockchain Technology, Cryptocurrencices and ICO. However, I am sure you still have may have zillion questions about how you do certain things. Let us try give you answers to some of the most common questions asked by those who really want to get involved.
FREQUENTLY ASKED QUESTIONS Question 1: I am interested in buying and investing into a Cryptocurrency. Should I buy Bitcoin? Answer: Bitcoin is one of the most popular cryptocurrency. We can not advise you anything specific as you need to do your own research. The number of cryptocurrencies available over the internet as of 6 November 2017 was over 1172 and growing. A new cryptocurrency can be created at any time. By market capitalization, Bitcoin is currently (2017-08-19) the largest blockchain network, followed by Ethereum, Bitcoin Cash, Ripple and Litecoin.
Question 2: I am interested in investing into a ICO that what research and due-diligence I need to do ? Answer: We are glad that you mentioned the two magical words “research” and “due-diligence”. That is the most important golden nugget that we want you to take-away from this paper. Never-ever invest into a ICO unless you have researched it for how long it takes to build a strong opinion. Here is a good article that gives some really good tips. One quick tip from us would be ensure that Team is really strong and they are genuine people. http://mashable.com/2017/10/25/survive-ico/#CDVyGFJOiiqF
Question 3: How do I find out about upcoming ICOs and useful related news and press releases? Answer: There are plenty of websites now that can give you early headsup and keep you well informed. Our favourites are ICOBENCH, COINDESK, ICOALERT.
Question 4: Where can we buy and sell ICO and cryptocurrencies? Answer: If you are newbie, it may be a good idea to ask someone in your close network to guide you. There are lots of information and instructional video available on Youtube and other social media network and blogs. Sometimes too much information leads to confusion. You may also want to look into tutorials and training available at UDEMY.COM. But please steer away from self-proclaimed gurus. Do not buy any quick rich scheme related courses and scams. We have found that for beginners https://www.myetherwallet.com/ or https://parity.io/ are good starting point for Ethereum Blockchain related transactions.
Question 5: When is a good time to invest in Cryptocurrency? Answer: We wish we had the crystal ball to give you the answer. If we had this crystal ball in 2009 ( when Bitcoin started), we would be very rich people right now. But with a bit of research and education, you can master this. You need to make your own decision when is the right time for you.
Question 6: ICO and Cryptocurrency are all hype and dodgy? Answer: We are assuming you are a beginner, you do not know enough about Blockchain technology and how it works, you possibly have not spent enough time learning and tracking about cryptocurrencies. There is also a possibility you have never invested in a cryptocurrency or ICO. Or possibly you invested in a ICO that was a scam. You possibly could be a sophisticated investor in property, traditional shares, gold, forex and much more. But may be you do not want to know any more about Digital currencies or Technology as it is not your “comfort zone”. So the question is how much of homework you have done to assess if this whole concept for you is really interesting or completely ruled out? The decision end of the day is yours.
AUTHOR: Avijeet Jayashekhar: Has over 20 years of entrepreneurial, management consulting , Technology leadership in UK Financial Services Industry. He also has a long successful property investment business in UK. In his last stint, as Vice President of Barclays Bank UK, he managed large Technology Programme in next generation technologies such as Artificial Intelligence, Robotic Process automation and Digital Payments including Blockchain. He has track record of setting up 3 successful global Technology businesses. Integrally part of the London Fintech and PropertyTech businesses, he is a popular mentor and speaker. He has a Bachelor’s degree in Electronic and Computer Science, a Business Management Qualification and Project Qualification from Stanford University. He is a British Citizen of Indian origin and lives near London with his family. Linkedin: https://www.linkedin.com/in/avijeetjs/
REFERENCES: https://icobench.com/stats https://www.coinbase.com/ https://www.icoalert.com/ https://www.coindesk.com/information/what-is-a-distributed-ledge https://tokentarget.com/the-evolution-of-the-ico-2017-and-beyond-2/ http://www.ilovegrowingmarijuana.com/the-basics-of-cryptocurrency/ http://www.telegraph.co.uk/technology/0/cryptocurrency/ https://themerkle.com/top-10-cryptocurrency-icos-throughout-2017-to-date/ https://en.wikipedia.org/wiki/Blockchain http://mashable.com/2017/10/25/survive-ico/#CDVyGFJOiiqF https://en.wikipedia.org/wiki/List_of_cryptocurrencies https://en.insider.pro/tutorials/2017-09-04/what-blockchain-laymans-terms/
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[Table] IAmA: We Are the Hosts of the Let's Talk Bitcoin! Show! We just spent 4 days at Bitcoin2013, Ask Us Anything!

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Date: 2013-05-24
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Questions Answers
Hi all! I was wondering, what do you think it would take to get bitcoin from a niche currency used mainly by internet denizens to go mainstraim? I know the slow creep of more small companies accepting bitcoin helps, but what do you think that final cusp will be, and will it ever come to that? Thanks for taking the time to do this! There are several potential tipping points, but my favorite one is a large corporation accepting Bitcoin.
Amazon has an incredibly small operating margin, less than 1% - They have more than that in transaction costs, so if they were to accept Bitcoins for product and offer Bitcoins as payment to their affiliates it would cause a rush of other companies to jump onboard for the same reasons.
Once that happens with one large company, it sets a precedent. Doing something new is scary, and when the regulatory environment is uncertain like it is with Bitcoin the choice to accept could potentially cost you a lot of money later if it's retroactively made not OK and the value of the currency plummets.
But once a company like Amazon or Google jumps in, they have enough political swing and momentum that attacking Bitcoin becomes attacking them, and they'll fight that tooth and nail if it's saving them money.
Another example of a tipping point would be a country, ANY country, adopting it as their formal currency OR issuing a new currency with Bitcoins as the transparent backing of it. With bitcoin you can have a functional gold standard, because the gold doesn't need to be hidden from sight.
It is the hiding that makes gold standards dangerous - The people who issue currency with the gold as backing have no reason to issue the correct amount when only they know how much is out there, and how much gold they have.
I guess the Supreme Court has decided this does not apply to taxes, which is crap. Or are you talking about other countries? Thank you :) I actually mean something along the lines of "It is illegal to trade dollars for any cryptocurrency that does not have a real name and social security associated with it"
Will bitcoins ever be able to be traded like other recognized currencies in similar ways to Forex? More specifically, will there ever be retail brokers offering margin trading accounts that allow you to buy and sell bitcoin with leverage? There are already really small niche sites you can trade Bitcoin at leverage with, but it's just a bad idea. With a "normal" commodity market, like say chickens, if you think chickens are undervalued and want to profit from them you can buy forward production of say, a million chickens. Then when the option comes due, if you're on the profitable side of the trade you can essentially sell it for cash and the chickens never need to be delivered. In that way, it almost doesn't matter if the chickens ever existed to begin with because you never intended to take posession. With Bitcoin, it's different - Converting a bitcoin options contract into US dollars, yen, whatever actually is more expensive and time consuming than just "accepting delivery" of the bitcoins themselves. You can still sell them for whatever currency you want, but it is at the time of your choosing rather than at the point of settlement. What that means is that if you sell an option and the Bitcoins don't really exist, you could be screwed. You either default or buy them at market price which can be very painful given how volatile the pricing is right now. It is a bad idea to play with leverage in Bitcoin because if you lose, you potentially lose very big. Additionally, it's bad to buy an option because you introduce the possibility of the counterparty (supply) not being able to deliver, whereas if you just bought Bitcoins you have the Bitcoins.
Do you believe bitcoin is important locally as well as on the internet? If so, how are you promoting bitcoin in your local communities? Cryptocurrencies (of which Bitcoin is the most prominent) are the first real competition to the types of money we've used all our lives. With Dollars, Yen, Whatever - Ultimately there are a handful of people who get to decide how and why the currency should be managed.
If they did a good job, it might be fine - But the reality is the decision made affecting all users of the currency are to the benefit of a very few , at the cost of the many.
Bitcoin is different - The rules that govern it, are the rules that govern it. Nobody can break them, and if they're ever broken it's because more than 51% of the distributed power in the system (anyone can buy a mining rig and join this group). For me, that's incredibly important. Rules should apply evenly to everyone because otherwise they're not rules at all.
Local communities can benefit because it removes payment processors from merchant relationships, removes chargeback risk, and basically acts like Cash on the internet.
What are some of the more exciting things you (each of you?) envision for Bitcoin in the short to medium term? Discounts :) We've been talking about the deflationary business model, and during this period where the value is going to go up pretty fast (over the next several years) as adoption ramps up, businesses are going to be giving major discounts to those who choose to spend them.
From the merchants perspective, this is actually a huge win - They get to have lower prices than their US Dollar (or local currency) competitors, and the value of the Bitcoins they receive goes up over time instead of going down with printed currencies. Once this becomes pervasive in the Bitcoin economy, it will mean that even at those discounted prices they are STILL profitable because their suppliers are also offering them discounts to pay in Bitcoin.
Right now we're at the beginning of this cycle, you can see BitcoinStore.com is attempting it (Disclosure - They have sponsored us in the past, we run a 30s advertisement for them per show) but it's hard to be the first one doing it because it looks like you're sacrificing yourself when really it's just the model that makes the most sense.
Not to be the doom and gloom person but in the future what do you think will/would be the "last nail in the coffin" for Bitcoin? It depends what you mean by "last nail in the coffin"
How did you meet/find Andreas and Stephanie and how did you persuade them to be part of your show? I put out a call for staff several months ago, Andreas found me through that and joined the team initially as a correspondent providing expertise and commentary while Mt.Gox was having a lot of problems. Once we re-started the show as a twice-weekly, he graciously offered to join the hosting staff and gladly took him up on it.
I found Stephanie through her show Porc therapy, and a listener named Justus - He mentioned she did voicework, and I hired her to do some of our early introductions and advertising spots. When we went through the re-organization I offered her an occasional hosting role, and never bothered finding other hosts because I was so happy with our dynamic and varied viewpoints.
Both of the other hosts on the show are real professionals, and it's been my distinct pleasure to work with them.
Thanks for responding! Andreas is my fave (though I enjoy yours and Stephanie's comments too). Everybody has their favorite :) I think the fact that we all have people disagreeing with us at times means we're doing the job, and providing multiple and varied perspectives.
What recording tools are you using? We started off using Skype, Virtual Audio Cables (VAC) and Adobe Audition (creative suite)
Now we use Mumble instead of Skype, but the rest is the same.
I edit the host segments for content (sometimes we go on and on and on) and I edit the interviews for presentation, rarely removing any content. Many times the skillset that enables you to have a really smart idea is not the same skillset that lets you present that idea, perfectly, the first time. Our interview subjects tell me all the time "I love how smart I sound" and I get to say "You are smart, I just removed the brain processing noises"
Assuming bitcoin reaches critical mass, how does bitcoin cope with the criticism of rewarding early adopters? Do you see a potential uproar about inequity? Is there outrage against people who bought Apple stock at $30? Bitcoin is a currency that right now, and for the next few years, acting like an IPO. People who got in early got in cheap, but there was a whole lot of risk because people weren't using it much, there wern't vendors accepting it, so the use case is much more speculative.
We're very much still in the early adoption phase right now - Less than %.01 of internet users are Bitcoin users, as that number grows while the number of coins being added to the total pool grows at a much slower rate, the price per coin has to go up. If Bitcoin fails and everybody abandons it, this works the opposite way - but it actually solves a number of problems (microtransactions, fees, international money transfers, automated payment systems) so I'm not super concerned about that.
One of my favorite quotes, by Douglas Adams.
>It is a rare mind indeed that can render the hitherto non-existent >blindingly obvious. The cry 'I could have thought of that' is a very >popular and misleading one, for the fact is that they didn't, and a very >significant and revealing fact it is too.
What do you make of the download trend of the bitcoin client software in China? Isn't this a big story? China has lots of restrictive controls on their local currency, so Bitcoin has a real use case there. This is one of many scenarios where given even 1% adoption, the price must go very much above where it is now.
You commented on a recent episode about how Satochi Dice was going to block US traffic to the site due to uncertain regulations. Can't bitcoin work around that? If you send bitcoin to the addresses of the various bets - it still works right? Thanks for your show - I await each new podcast. Yes, if you already have the specific betting addresses it doesn't matter where you are in the world. It is only the website that does not allow US IPs, they did this to be very clear they were trying to respect the US gambling laws.
I spoke with Erik Voorhees about this among other things at the conference, you can find that interview here Link to letstalkbitcoin.com
I'd like to thank all three of you for doing this podcast, it's always thought provoking and fun to listen to. Plus, Stephanie does have a very sexy voice... But I do have a question, Right now, I don't know the answer to that question.
How do miners determine which transactions will be confirmed first and which get put to the back of the line? Shouldn't they be confirmed in a 'first come, first serve' basis? But the development team has made it clear they're moving towards a market-based mechanism where Miners set the minimum transaction fee they will accept, and process on a first-come/highest-fee model. People who want their transaction to process fast will put a higher fee and it will be prioritized, while people who don't care about delivery time will be able to send no fee and be subsidized by those paying higher fees.
*edit: As well, do you still plan on using some time on the show to go into more detail about mining? I think it was mentioned a few weeks ago that the topic might be explored in further detail. There will be fewer miners who accept free or very low fee transactions, so there you go.
How would Bitcoin change our financial system as we know it? In the same way the automobile changed the horse-and-buggy system as they knew it. If you play out the logic, one functionally obsoletes the other. I was talking with a financial reporter the other day who has been coming around to bitcoin, and he said to me "You know, if they were building the banking system from scratch today I think this is pretty close to what it would look like"
Andreas answered a question below about bitcoin and self driving cars, fixing spam on the internet by using Bitcoin addresses with tiny amounts of BTC in them to prove you're a real person and not a single-use bot, there are so many crazy and impossible things that become actually probable when you're talking in the context of a world built on decentralized, rules-based, cryptographically secured, instantly transmittable, person to person internet cash.
I have never been so hopeful for our future as I am now that I've thrown my days into bitcoin. Bitcoin 2013 was a fine conference and a wonderful experiance, so many very smart people have quit their jobs or left their studies to do the same thing I have.
We know we're building the future, and it's a better one than we have today.
Have any of you heard about how in Africa much of the exchange in value is done with mobile phone minutes? It seems to me - whatever the US attempts to do with Bitcoin - there will be other places that it will bubble up in. What about Argentina and other places where they actually understand what damage a desperate government can do to a currency? I would agree with you. Until recently it's been impossible to use Bitcoins on a "dumb cell phone" - That changed recently with Link to phoneacoin.com and others.
Bitcoin solves problems that the world has had for decades, it takes the power to destroy the currency away from government so they cannot do it no matter how much they want to, or how desperately they think they need to.
No government wants to destroy a currency, they just don't want to acknowledge they've trapped themselves with debt and have no way out.
Who invented Bitcoin? What is to stop whoever did so initially issuing themselves the equivalent of $79 zillion in Bitcoin currency prior to it taking off? Is there commission charged on each transaction that occurs? If so, how much, and who receives this? The true creator is not known, he went by a false name "Satoshi".
He actually holds about 250,000 coins if I recall correctly because he was the first miner. Bitcoin is a protocol, a set of rules. It's open source, and anyone who wants to look at it can see that there is not a mechanism to just create more coins by typing in a magic word. There are no commissions, although there are fees that go to the miners who process and verify transactions.
Great podcast, can't wait for the next one! It depends on the mesh. If the mesh was never connected to the internet, it would be a parralel Bitcoin network able to transact with itself but if it was ever connected to the larger network any conflicting transactions would be "lost" as the two ledgers (the big one, and the disconnected one) try to reckon their differences. Only one winner, so that means there is a loser.
You discussed mesh networks in 3rd world countries and how bitcoin could be used in such a scenario. If the [mesh] network is disconnected from the internet, how would transactions on the blockchain be verified? Couldn't the time the mesh network was disconnected make it vulnerable to hacking the [mesh network's] blockchain? More interesting might be disconnected communities running their own fork or version of Bitcoin, that way if they're ever connected it can be an exchange process (trading their coins for "bitcoins" rather than a reckoning (Seeing who has a bigger network and canceling out transactions on the smaller one that conflict)
1) The price for one Bitcoin seems to fluctuate quite a bit. The most successful currencies remain relatively stable over time (e.g. the Dollar). Will Bitcoin ever need to reach a certain level of stability to be a successful unit of trade? and if so, what do you think needs to happen before then? 1 - Yes! Once everyone who has purchased Bitcoin has purchased them, the price will stabilize. In practice this will start happening long before absolute stability, and as soon as people start thinking about prices in terms of BTC instead of their local currency it almost doesn't matter.
2) If Bitcoin ever becomes a widely accepted form of payment (seems a lot of businesses already accept it), how do you think the US government will proceed/react/regulate/etc. considering that technically only the feds can issue currency? 2 - "The Feds" are not the only ones who can issue currency - They have legal tender laws which mean people MUST accept their money, but nothing prevents you from circulating a voluntary currency like Bitcoin.
Do you foresee companies like paypal incorporating bitcoin into their businesses in the future as a more credible exchange than these ones that are currently running? No. Paypal again is the proverbial horse-drawn-buggy manufacturer- Sure they might go to the worlds faire and while observing the new fangled automobiles say to themselves 'we might integrate this into our existing machines!' when the fact is that it obsoletes those existing machines.
Paypal makes their money by standing in the middle of transactions collecting fees, Bitcoin serves its function by connecting people who want to do commerce directly to one-another, and what fees are paid are a tiny fraction of what Paypal does. If paypal accepted Bitcoin, it would not be Bitcoin any more because they would have mechanisms to freeze accounts at the very least to mitigate risk. That is not possible with Bitcoin by itself.
Thanks for the well thought out response, I genuinely appreciated that you took the time for this! I do have a follow up question, how does one get bit coin in an easy way? Lets say I have 300$ that I want in bit coin.. whats the best way to approach this? Probably a company like bitinstant.com, bitstamp.com, or btcquick.com - For larger amounts they don't make too much sense but at that level its your best bet.
Not to be rude, but how do you expect for a currency without a standard like gold silver etc. to not crash down in a blaze of glory? What standard is your currency backed by?
Hi There. I was at the San Jose convention hall last weekend attending Big Wow Comicfest and that's where I saw Bitcoin2013! Mostly Bitcoin 2013 was an opportunity for people building the future of Bitcoin to meet each other and network. There were speakers talking about a wide variety of issues, and vendors of Bitcoin services who were showing their latest innovations and systems.
What information was presented at this event that couldn't be done justice disseminated over the internet? The information will eventually be online, but the probably 200 people I got to meet in real life will not (in real life)
What resources do you think I should review as a total newbie to bitcoin? Or if possible, what's the one sentence pitch to get a newb involved? For people brand new, www.weusecoins.com is a good place to start For people who want to learn how it works, www.letstalkbitcoin.com/learn will direct you to the Bitcoin Education Project, which is a series of free and very high quality lectures that will tell you everything you ever wanted to know and more about Bitcoin, How it works, and all the little sub-topics that you'll eventually want to learn about.
The pitch is "It's like cash that lives on the internet, and is as easy to spend on the internet as buying a candybar in a store with a dollar"
Would any of you hazard a guess at the bitcoin exchange rate at the end of 2013? Sure, i'll make a wild guess.
$1000.
If and when a large user comes onboard, I think thats the next price at which we'll bounce around for a while, just like 100 became the sticky point after the last major bout of adoption.
How do bitcoins relate to the law? For example, what would be the crime if somone hacked your account and stole your bitcoins? It's not exactly theft of money, or is it? Bitcoins are your property, it's illegal for someone to steal your property whether it is money or not. Right now there is little that can be done about theft, but eventually I expect a class of "Blockchain Forensic Investigators" to emerge who will track down your stolen coins for a % based fee.
On your last show you mentioned the diversity of the Bitcoiners who attended BitCoin2013 - which nation was most represented in your opinion? Were there any Chinese nationals present (we've heard that they've suddenly gotten the bitcoin bug in the last month)? Did the other nations talk about regulatory problems or is that just a US concern? I met the gentleman from BTC-China, but other than that I actually didn't see any obvious chinese nationals. We saw lots of eastern europeans and south americans.
Other nations are not talking about the regulatory issue as far as I can tell, it seems like everyone is waiting to see what the US does, which is not abnormal in a very new situation like this.
Isn't having an inherently deflationary currency a terrible idea? How is bitcoin different from geeky goldbuggery? Because you can't divide a gold coin into .0001 without incurring cost and expense. That's not the case with Bitcoin, so the deflationary aspect of it is largely moot.
There is a tendency to listen to modern "economics" which makes this arguement, saying that the money supply must expand because otherwise it drives down profitability in a race to the bottom.
I think in practice we'll find that people don't work against their own best interest, and while during the initial adoptions stages of Bitcoin there will be significant discounts offered to those who pay with Bitcoin vs. legacy currency, once the market becomes saturated and the price levels out those discounts will be scaled way back.
Right now it makes sense to heavily discount, because the expectation is that the value of the Bitcoins will go up during this period of adoption, that won't always be true and the discount is a reflection of anticipated future returns.
Was it bad when people saved money in banks that paid 10% interest? No, that's called capital formation. There is a thought that given a deflationary currency nobody will spend any money, that's nonsense. Just because your currency gains value over time doesn't mean that you no longer have costs that must be paid for. What Deflationary currencies do is say "Ok, you could spend it on that, but is it worth it relative to what you'll gain by not?"
That's a good thing. Our system right now works on the opposite theory - Spend money NOW because if you're dumb enough to keep it in the bank it will actually lose value over time between the couple points of "official" inflation and less than 1% artifical interest rates. The situation is like this now because the fed is trying to make people spend as much money as possible with the hope that the flows will "restart the economic engine"
Too bad this isn't how things work, not that it'll stop us from trying it over and over again.
In the 2008 financial crash, govts bailed out the banks because there was no other way to maintain the whole financial ecosystems of payrolls, invoices and trade, all of which go through the banking system. Honestly? No. Bitcoin would be great in this role, but governments around the world rely on their ability to expand the money supply (print money, or sell debt) in order to fund their deficits. They also manipulate interest rates to be low so that debt is very inexpensive.
Can you envisage another financial crash in the future where govt says, "We don't need to do a bailout, as we've got this alternative payment system" and then instructs businesses and employees to just get themselves a bitcoin address and work through the Bitcoin system? Bitcoin doesn't have a central control mechanism, so there is no group or person who can say "OK - the interest rate is 1%" - If that's really what the interest rate wants to be based on market forces, it'll be that - But if not, there isn't much anyone can do to stop it.
What type of notes and agenda does the team coordinate on before a show? We use Basecamp, and it really depends. Right now we have a show prep thread that has 30+ posts in it for episode 11, we'll probably use 5 of those.
The agenda is really basic - As we get near recording time topics are selected (generally by me, but I like to get the other hosts to do it since they provide most of the commentary in Host segments) and I form a schedule, then we run through the recording session hitting each topic.
Over the last weeks we've brought two researchers onto the team, so that has helped a TON.
I first learned about Bitcoins on an episode of The Good Wife. The one with Jason Biggs as the creator of BitCoin. Have you watched that episode and how accurate does that episode portray what's happening with Bitcoin in terms of legal stuff? Not having seen it but knowing TV, I'm gonna go out on a limb and say "not very well" Satoshi has not been identified, was a throw-away identity that was cryptographically secured, so probably never will.
Are there any conferences in Chicago anytime soon? I think a Q&A in public would be helpful for your show as well as bitcoin. I'll be speaking at an event in NYC on July 30, there will be one or two meetups while I'm there. There is also an event in October in Atlanta. I remember talking with a guy at Bitcoin2013 wearing a shirt that said "BitcoinChicago" so I'd suggest looking for a user-group.
We're planning on doing Q&As often, but none of us are really near Chicago so it's tough. Happy to do virtual Q&As over skype, live or recorded.
Oh dear. You're not all perfectly grammatical orators on the first try? I'm crushed! I really value my own time, and I know other people out there do too. I try to make the show as information dense as possible, thats the criteria we've been operating under from really day one.
We're actually talking about cutting the show in half and releasing it more often (still recording the same amount) because people can get tired of listening to such dense content for an hour or more.
US Treasury recently issued a directive stating they would be monitoring any entity attempting to exchange virtual currency for USD (or any other currency, goods, or services), indicating that federal authorities take a dim view of what amounts to private coinage. Do you anticipate a Supreme Court case here defining what is and is not private coinage? 2.And given bitcoin's noted extra-legal uses, do you have any indication it is being decrypted by NSA? 3.Taking it a step further, do you think it could be a national security-sponsored international sieve for money laundering? It may eventually go to Supreme Court.
I think the market has done fine for bitcoin so far. I think the market will continue to take care of bitcoin. The idea of giving in willingly to regulation makes me cringe. There are two camps. Some people think that regulation is inevitable, and since it's going to happen anyways it's better to participate in the process and try to make it less bad. The other side thinks that by participating, you accept their authority to regulate it when really they have no right to regulate money and have proven to do a very bad job at it now for quite a number of years.
Thanks so much for doing this, I love the Bitcoin system, but hate the volatility. How do you recommend dealing with that? I've heard to convert it quickly to the currency of choice after any exchange has been made to avoid any more changes to the price. The easy solution is just buy and hold - If you need to buy something, do it when you need to and not before. Do not pre-order anything.
What is your prediction of the price for 1 btc in USD, exactly one year from now? Just for fun, since I know it is impossible to even guess the day to day price swings. As a wild guess number I'd say $1000 or less than a dollar. Very little middleground because if it's regulated out of existence it will still exist, but be hard to find and cheap - If adoption continues to path the price should accelerate with wild spikes up and down.
My partner is buying into bitcoin as well as litecoin. Any advice for him? (I personally don't understand it) Don't panic, invest for the long term, and don't buy any more than you can afford to lose 100% of because there are still things that could dramatically reduce the price of bitcoin (mostly regulatory stuff, I answered this elsewhere in the thread)
Hello, I just wrote a long post about the functions of using BTC to facilitate a 'free bank' using the principals of free money, similar to the WIR bank. Link to en.wikipedia.org Do you think that something like this would be possible using Bitcoin? Probably. Not really my area of expertise.
Why did bits take a dive at the same time gold took a tank? I don't pay attention to price, sorry.
We take full credit for any rise and blame others for any decline. Feel free to tip us from your gains! Lol.
Just wanted to say I love your show. I encourage you to please continue making high-quality podcast episodes. Thank you. I'm really excited to be able to be a journalist in such an exciting field in a time when journalism is under attack. Not sure if you've been following the so-called "AP scandal" but now is a weird time to be trying to report the truth in this world, and we couldn't have picked a more controversial topic to the global macro picture.
Bitcoins are the stupidest investment anyone could ever make. Pass. Link to static.quickmeme.com
Unfortunately, quickmeme doesn't let you copy image urls directly. Link to i.qkme.me
Yes, but they started being worth a set value. bitcoin was never backed by anything so its value was kind of made up. how do you expect to make a non goverment currency anybody with a computer can print to retain value? Because the pie is only so large, the more people who have computers devoted to the work just each get a smaller and smaller piece.
The rate of issuance for Bitcoin is currently 25 bitcoins every 10 minutes. Only one person or pool gets the whole 25 bitcoins, it's a race to find them. If there are 10 people looking, chances are pretty good you'll find some. If there are 100,000,000 people looking, chances are much less good that you'll find them first, but if there are that many people looking those 25 coins are probably worth a whole lot more.
The system is self balancing in this way, unlike the government currency system where they create 65 billion USD worth of new value every month to buy mortgage backed securities for face value to try and prop up the market. With more than a trillion USD being added in this way each year, how can a government currency retain its value?
Because the governments "pie" does infact have limits to making it, and only dropped gold standard after over 150 years of the doller having a defined worth, unlike bitcoin, where a random hacker can just print endless money. I'd direct you to security researcher Dan Kaminsky. Link to www.businessinsider.com
You'll find it's a little harder than you're describing. Like, impossible.
Last updated: 2013-05-29 11:06 UTC
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