Bitcoin trading: is BTC price correlated with the Nasdaq ...

Bitcoin mentioned around Reddit: Anyone here uses Matlab? If so what toolbox do you use? Trading ? Financial? /r/algotrading

Bitcoin mentioned around Reddit: Anyone here uses Matlab? If so what toolbox do you use? Trading ? Financial? /algotrading submitted by BitcoinAllBot to BitcoinAll [link] [comments]

[Suggestion] - Long time laptop user who's outgrown portability in need of power/multitasking

This may be a bit of a long post but I want to make sure I provide any additional context if it helps. If I can add any additional information, please just let me know!
For the last 10+ years, I've relied on a few different laptops. While I consider myself tech savvy for the most part, I haven't really needed my laptop to be a tank and I've gotten by for what I've done. This is mainly Office, and stuff in Chrome.
I used to have a Thinkpad with a dedicated NVIDIA GPU but aside from doing some really simple work in MATLAB, I didn't really take advantage of it...
For the last 4-5 years, I've had a Microsoft Surface Pro 4 and have enjoyed it overall. Now, during the quarantine, I'm rediscovering hobbies/interests I haven't really participated in like a decade.
I'm starting to use my Surface for a whole bunch more intensive tasks and my computer is starting to struggle.
The following categories are a summary of the types of things I've been trying to do or would like to do that my Surface just can't hack it anymore:
I don't think I need a dedicated NVIDIA GPU that's $5,000. But I also don't want to get the "wrong thing" and have buyer's remorse.
I'd love a "Jack of All Trades" kind of PC that will help me dabble in various interests. I don't necessarily need to run the latest games at 500FPS, mine bitcoin, or discover unknown prime numbers...
Any help would be greatly appreciated!
submitted by ToS63 to suggestapc [link] [comments]

Quitting my job for 2-3 months to change my career

Hi All,
Edit: Thank you everyone for sharing and advising me on this decision. Though tempting I think I'm going to hold off on quitting. If there's one thing that's clear across all of your responses, its that holding any job, even if it's unrelated, helps get me a new job so for now I'll suck it up and stick with it.
** I apologize for the life story in advanced but if this does gain traction I want to answer most of the questions upfront. TL;DR at bottom.
Long time lurker here and I've seen a few posts that somewhat describe what I'm planning but I figured that I would share with you guys my plan to hopefully get some feedback from people in the field.
My Background:
I recently graduated from college (WIT, August 2018) with a degree in Computer Science and Mathematics and currently work help desk at a medium sized financial firm in Boston (300 Employees, ~$100 Billion in AUM). I do some quasi DevOps stuff here and there (heavy emphasis on quasi. Basically some Power-Shell scripting, expanding Production sever drives, pushing developers SQL code) but for the most part my day consists of taking help desk tickets and setting up new hires every week. This job is HELL to me... mostly because it's far from stimulating and in a field that I have no interest in and have been stuck in for too long IMO (Highschool = Local Computer store, First Co-op = Helpdesk, second Co-op = Systems engineer).
I want to transition to data engineering and then eventually machine learning but I know that it's a long road, hence why I would start with data engineering/science and then transition.
This presents the conundrum, how do I transition from help desk to data science/engineering?
In collage I took two machine learning classes and worked on three projects that are geared towards Machine learning but they are rather far apart in complexity.
  1. (Language - R, Rstudio) During my junior year in college I was taking a Machine learning class (Math focus, learned about Naive Bayes, Decision trees up to SVM, PCA) during that time I worked on a rather simple Reddit sentiment analysis bot. It's honestly nothing to write home about, I mostly leveraged functions from libraries and PRAW more than anything and its as vanilla as it gets.
  2. (Language - Python 3.6) Second project was my Senior capstone project that I teamed up with a friend on. We decided that in 3 months we were going to try and write a Bitcoin trading bot based on Neural Networks, SVM's and Technical Analysis. Now there was a lot wrong with this project.....like a lot. In that my friend and I were ambitious but uninformed and thought that if we worked hard enough we could make anything happen having pretty much zero knowledge of the challenges that faced us.
    1. Fast forward to the end of the semester I had created this SVM that did OK (~3% over market) on up-trends but epic failed it's way into double digit negatives during a down trend.
    2. My friend worked on an LSTM Neural Network that he barely understood and after enough poking, he got it to trade decently during down trends (Lost about ~8-10% during a 50% loss) but did poorly on up-trends.
    3. Nothing impressive for results but god dam did I learn a lot!
      1. We had to find data sets, parse them, understand how time series worked and try our best to create something from the ground up. We had very little guidance but scored well in the end for our presentation and ambitious goals.
      2. ## To me this was my first serious machine learning project. ##
  3. (Language - Python for testing, MATLAB for final) After that I joined my professor for an independent study and worked on a research paper for an IEEE Competition. It was on Evolutionary Algorithms and we ended up getting accepted into the competition and as a result our paper will be published sometime in August when they release the proceedings. This is easily my most impressive feat in the world of development and Machine learning/AI but it leads into my bigger problem.
Aside from the previous projects I have very little development experience outside of the classroom. I have no professional development experience and it's been impossible to gain any traction in that field as all of my professional experience is in IT. My strongest programming language is Python but because I don't use it at all at my job, I feel myself loosing touch.
My Goal:
I am aiming for at least 6 hours a day for ~60-90 days or 360-540 hours working towards this goal.
I have the background so I'm not starting from nothing and expect that I will blast through a lot of those courses within the first month giving me time to come up with a substantial project to use as my major achievement for this time off. My angle to employers is that I was frustrated with my lack of growth and took things into my own hands to further my career, but worry this can be misinterpreted many different ways.
As for Expenses:
I have close to 15K in savings and have budgeted out ~2.3K a month for all my expenses (Rent, car insurance, food, utilities and BS expenses like coffee or lunch out).
If I take 3 months off of work given my burn rate that leaves me with ~8K left in savings. I also have about 5K in my 401K so if need be I could pull on that if it were an emergency but I am aware of the tax repercussions and know that it's only an option in a true emergency.
My Backup Plan:
If for some reason I can't find a job after 3 months of building my resume and web portfolio I will give in and apply for yet another IT job.
My question to you kind redditors:
TL;DR: Recent College undergrad with degree in CS and Math looking to drop current job as a Desktop Engineer to work for myself for 2-3 months and build my resume with online resources into a qualified data engineer / scientist. Have a minimal background in ML/Data scientist but have enough experience to understand the concepts and Math behind it.
Thank you for reading my long post and I really appreciate any and all feedback.
submitted by MixMasterMarshall to cscareerquestions [link] [comments]

[SHARE] Textbook Megathread #18 Free PDF

Download any of these for free at https://oppfiles.com/585933
DM me if you have any requests for anything not on the list.
If you want solution manuals/testbanks, you can also request them
Almost all the books are in their latest editions and some of them are available in multiple editions too.
Please subscribe the sub to find all the latest textbook releases.
Enjoy!
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submitted by jaylenholt to ebookleaksdownload [link] [comments]

The biggest threat to bitcoin is not a software update, but Bitfinex and its reckless margin trading

It is now suffiently clear that margin trading at Bitfinex caused the flash crash that brough the price of bitcoin down 14% in a few minutes.
For those of you who claim Bitcoin XT is to blame for the price drop, here is a history lesson:
On August 14 2014, just a year an 4 days before yesterday's crash, Bitfinex had a major flash crash that brough down the price of bitcoin 10%.
CoinDesk did an article on it:
http://www.coindesk.com/margin-trading-crash-price-bitcoin/
The price fell from 539 dollars to 451 within minutes.
Just like in yesterday's crash, the culprit was reckless margin trading. I quote:
This theory, perhaps most notably posed by Raffael Danielli, posits that out-of-control margin trading caused a flash crash in at least one major bitcoin exchange market, a development that had a cascading effect across the larger bitcoin market.
In the post on his quantitative analysis blog Matlab Trading, Danielli asserts that margin traders, specifically those on Hong Kong-based bitcoin trading platform Bitfinex, had invested significant funds into long positions as bullish sentiment rose in July.
The price fell to 300 in January 2015. Then, a hack to Bitstamp brough it down to under 170 dollars to bounce back to over 200.
Sometime in April the price had a short fall to 220-ish because of some issues at OK Coin that were resolved without any more negative effects.
By July 2015, the price reached 315 dollars and then it fell to 275 two days later and to 265 in the next few weeks.
Nobody claimed the culprit was a fork even though the drop was steeper than yesterday's.
So now we have two instances of margin trading causing major price falls in about a year, and two cases of software issues (Bitstamp hack and OK Coin not able to stop a bad trade) causing a price drop.
Bitstamp solved its problem by migrating to another server. OK Coin solved its issue with code. But Bitfinex has done nothig about its reckless margin trading.
As long as Bitfinex allows its reckless margin trading to continue, the entire bitcoin market will be at risk. Not because of block size, or because of a fork, or any other technical issue that can be solved with code, but because of greed. Greed and a complete disregard for the helath of the bitcoin ecosystem.
Quite frankly, bitcoin's deflationary design should be incentive enough to buy it and hold it. Margin trading is not giving bitcoin added value; it's putting people's money at risk.
The guy who used Satoshi Nakamoto's account to criticize XT is dead wrong if he thinks bitcoin will be a failed project because of XT. It will be a failed project if people do not want to embrace bitcoin because Bitfinex is allowing a few greedy margin traders to sink the value of bitcoin.
submitted by toliro to Bitcoin [link] [comments]

[Build Help] Seeking Advice for 1500 USD Build

Hi all,
I am looking to build my first computer and would love to get your expert input. For the sake of putting all the information out there, I copied my post from Tom's Hardware, so it's a bit lengthy.
Approximate Purchase Date: ASAP.
Budget Range: Around 1500 USD.
System Usage from Most to Least Important: 1a. research/data work/programming (python, MATLAB, etc.), 1b. trading (possibly algorithm-based but not like high-frequency), and 2. general use.
Are you buying a monitor: No. I have 4 Dell 2007FP monitors that I would like to use w/ this system.
Do you need to buy OS: Yes.
Preferred Website(s) for Parts: No preference.
Location: Cambridge, MA.
Parts Preferences: No preference.
Overclocking: No (maybe out of curiosity in the future).
SLI or Crossfire: No (maybe out of curiosity in the future).
Your Monitor Resolution: 1600x1200.
I have a few specific questions:
  1. Is there a need for an aftermarket CPU cooler, or will the stock device be sufficient (given that I won’t be overclocking)?
  2. My impression is that the motherboard doesn’t have wireless capabilities (correct me if I’m wrong). If so, what wireless adapter should I get?
  3. Windows 7 or Windows 8? I know that there is a lot of debate about this. If it doesn’t really matter for my purposes, then I plan to go with Windows 8 for the simple reason that it seems more future-proof (by definition).
  4. Graphics card. I realize that it may be too much for what I plan to do esp. since I don’t game much, but I do need to be able to support the 4 Dell 2007FP monitors. Last night I also realized that I could just use the card to mine bitcoins/litecoins most of the time, which is why I made a last minute switch from the GTX 670, which apparently is bad at mining. In light of these comments, do you think the card is appropriate?
Any thoughts and recommendations would be greatly appreciated keeping in mind that my goal is to have a system that runs well and will be pretty solid for the next 3-4 years. Thanks in advance!
PCPartPicker part list / Price breakdown by merchant / Benchmarks
Type Item Price
CPU Intel Core i7-3770K 3.5GHz Quad-Core Processor $229.99 @ Microcenter
Motherboard ASRock Z77 Extreme4 ATX LGA1155 Motherboard $129.98 @ Outlet PC
Memory Corsair Vengeance 16GB (2 x 8GB) DDR3-1600 Memory $124.99 @ Amazon
Storage Samsung 840 Pro Series 256GB 2.5" Solid State Disk $219.99 @ NCIX US
Video Card Sapphire Radeon HD 7950 3GB Video Card $339.99 @ Amazon
Case Corsair 650D ATX Mid Tower Case $139.99 @ Newegg
Power Supply Corsair Professional 750W 80 PLUS Silver Certified ATX12V / EPS12V Power Supply $99.00 @ Newegg
Optical Drive Lite-On iHAS124-04 DVD/CD Writer $14.98 @ Outlet PC
Operating System Microsoft Windows 8 Professional (OEM) (64-bit) $129.99 @ NCIX US
Total
Prices include shipping, taxes, and discounts when available. $1428.90
Generated by PCPartPicker 2013-05-31 17:59 EDT-0400
submitted by eradlkatus to buildapc [link] [comments]

/r/HomeworkHelp Drilldown February 2015

/HomeworkHelp Drilldown

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Building your own cryptocurrency trading bot using Python and the Poloniex API, Part 2 Automated Trading with MATLAB Video MATLAB Bitcoin price Prediction using Tensor flow (Python) integrated with MATLAB RSI strategy on Bitcoin with MATLAB  WFAToolbox 2.0 Bitcoins: Wie zuverlässig funktioniert die Internetwährung?  Galileo  ProSieben

Matlab Trading System Code, strategi trading cara memprediksi arah pergerakan paling akurat 120, thailand kämpft gegen starken baht von, mma forex pakistan. Jay Hawk Contributor, Benzinga December 14, 2018. Vote Up 2 Vote Down &nbp; Reply. Email wa end uccefully! Pleae check your inbox for our authentication email. City Index. The Most Common Trading Mistakes New Traders Make. Unlock Tracking ... I want to purchase a bitcoin trading bot. The program will not actually need to trade bitcoins, but I want to be able to give it old trade data and a start investment and have it give me at least a 10% return on 3 months to date 6 months to date 12 months to date Please read the project first and write the word "Understood". Also write your steps and suggestions to complete the project with a ... Bitcoin uses very large numbers for its base point, prime modulo, and order. In fact, all practical applications of ECDSA use enormous values. The security of the algorithm relies on these values ... Automated trading is a trading strategy that uses computers to automatically drive trading decisions, usually in electronic financial markets. Applied in buy-side and sell-side institutions, automated trading forms the basis of high-frequency trading, for example in equities trading, forex trading, or commodities trading. Trading Toolbox™ provides functions for analyzing transaction costs, accessing trade and quote pricing data, defining order types, and sending orders to financial trading markets. The toolbox lets you integrate streaming and event-based data into MATLAB ® , enabling you to develop financial trading strategies and algorithms that analyze and react to the market in real time.

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Building your own cryptocurrency trading bot using Python and the Poloniex API, Part 2

Algorithmic Trading with MATLAB for Financial Applications - Trading in MATLAB - Duration: 1:04:43. ... Bitcoin Trading - Getting historical trade data - Duration: 11:40. sentdex 6,130 views. 11 ... Ob beim Supermarkt oder im Bekleidungsgeschäft: Immer mehr Menschen zahlen inzwischen mit Bitcoins. Aber wie sicher ist diese Bezahlungsmethode wirklich? Ga... How to do Automated Bitcoin Algo Trading via BTC-e Trade API - Duration: 26:07. sentdex 55,730 views. 26:07. How To Create A Cryptocurrency in 6 Minutes - Duration: 6:10. ... How to run walk-forward optimization for RSI strategy on Bitcoin on WFAToolbox 2.0 with MATLAB. More info here: https://wfatoolbox.com Learn MATLAB & MetaTrader for the algorithmic trading of Bitcoin, Ethereum, Ripple and other cryptocurrencies. We all know that blockchain and cryptocurrencies are hot.

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