- Churchill, G flr.
Day of week:
Related video: Binance Still Down – 12Hrs More No Trading, Withdraws
- Gegevens Scientist
Related video: Binance will resume trading in 4 hours – Customers Furious!
More talks on:
- Learn the principles and awareness needed to leverage AI te trading.
- Hear about the time/gegevens oscilación for choosing an algorithm for your next AI project
- Understand the power of being able to keep feeding an algorithm with more and more sources of gegevens.
The wedren for low latency gegevens resumes. Ten years ago, Flashboys were helping HFT make money with low-latency infrastructures. Today, hedge funds build AI brains pumping hundreds of sources of gegevens te real-time, seeking ubiquity to build Laplace Demons.
This talk is based on my practice working with hedge funds ter places like Fresh York, Ten years ago providing infrastructure to HFTs and Exchanges, and now streaming exotic gegevens to them
Related video: BTC to INR Withdrawal Through Skrill & Neteller | Step by Step Convert Bitcoin to Indian Rs
Hedge funds overheen the past ten years have evolved from going after the time dimension (HFT) to working ter the gegevens dimension (a Laplace Demon). A Laplace Demon can predict anything spil it knows everything instantly and understand their causality linksom. After HFT opportunities diminished, HFT turned into a Formula 1 wedren (nice to see, but expensive and off the hook). One of thesis funds have overheen the past few years embarked to consume enormous amounts of efectivo time gegevens and make market predictions and bets out of it.
To get to the point of working with actual time gegevens, I discuss te the talk the history of AI with hedge funds embarking with Wedergeboorte Technologies. To describe the options to build our Laplace demon, I will voorkant some fairly latest AI evolutions -GPU, backprop- spil applied to trading, and then discuss how I made my specific choice. With Albert, wij will demo one of the frameworks. This is a non-commercial open source framework called MOA.
No. For hedge funds to consume lots of sources of gegevens at the same time and then to be able to make correlation and find causation, the time horizon (2nd/minute) wij are talking about is much slower than High Frequency Trading (HFT: micro/millisecond). HFT is a way to be quicker than others, AI is a way to be smarter than others.
Te HFT, the longest timeframe you have is Ten milliseconds and thatвЂ™s very long. You typically fight for nanoseconds (you are blessed when you can trim off a microsecond). 15 years ago it wasgoed estimated that one millisecond for a broker wasgoed worth several million dollars. So this talk is about using AI to make better decision, not necessarily quicker ones.
The end spel is for you to be able to predict the next tick and make less mistakes than others. So what hedge funds are kicking off to do is, ter addition to consuming market gegevens (which theyвЂ™ve bot doing forever), to consume social gegevens from sentiment APIs like Vetr or Estimize, and social/social trading networks like Twitter, Facebook and Stocktwits.. Wij are even kicking off to see them consume IoT gegevens sources. ItвЂ™s not theoretical anymore that a stud trading meat ter Chicago can make an educated decision on when and for how much he should buy based on API calls he makes to IoT devices on cows Argentina. Things that were just not possible until recently are all of a unexpected possible. The wedstrijd to train your own Laplace Demon has just embarked, a good time to join.