Financial Analysis Build a ChatGPT Pairs Trading Bot

Financial Analysis Build a ChatGPT Pairs Trading Bot

Size
2.2 GB
Seeders
17
Leechers
0
Files
65
Category
Added
04/22/23 at 10:30am GMT+1
Infohash
d0eb838f15d9cba1ac3c1b674a696e3079ed4b04

Description


Description



Hello friends!



As one of the original artificial intelligence and machine learning instructors on this platform, how could I not create a course on ChatGPT?



ChatGPT and its successor, GPT-4, have already begun to change the world. People are excited about new opportunities, and terrified of the potential impacts on our society.



This course combines 2 of my favorite topics: AI and finance (algorithmic trading).



The premise of this course is simple: use ChatGPT to build a trading bot (specifically, using pairs trading which is what I was interested in at the time).



Throughout the course, we will learn about the amazing capabilities of ChatGPT and GPT models in general, such as GPT-3, GPT-3.5, GPT-4, etc. We will learn about the many pitfalls of these models, and why you need to keep your guard up. These models do make mistakes, but we will learn how to deal with them. We will learn the best ways to make use of ChatGPT to help us be more efficient and productive.



Important consideration: Why not just ask ChatGPT yourself and forego this course? Sure, you can tell ChatGPT if you get an error and maybe it’ll fix it, but that only works for syntax errors (errors that break the rules of the Python language). What you’ll miss, if you don’t have foundational knowledge in Python, finance, and statistics, is semantic errors (errors in logic and reasoning), because you won’t even notice them in the first place. That is what it means to “keep your guard up”, and that is one of the major lessons in this course, which I’m already seeing is very easy for people to miss!



So what are you waiting for? Join me now on this exciting journey! ( And maybe learn how to make some money in the process )



Suggested Prerequisites:



   Decent understanding of Python and data science libraries (Numpy, Matplotlib, Pandas)

   Basic understanding of finance (stock prices, returns, log returns, cumulative returns)



Who this course is for:



   Anyone who wants to learn how to use ChatGPT to build a pairs trading bot

   Students and professionals in data science and machine learning with an interest in financial analysis



Requirements



   Decent understanding of Python and data science libraries (Numpy, Matplotlib, Pandas)

   Basic understanding of finance (stock prices, returns, log returns, cumulative returns)



Last Updated 4/2023

File list
  • Financial Analysis Build a ChatGPT Pairs Trading Bot
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  • TutsNode.net.txt 63 B
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/01 - Welcome/001 Introduction.mp4 6.2 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/01 - Welcome/002 Project Scope.mp4 13.8 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/01 - Welcome/003 Course Tools.mp4 3.4 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/02 - Getting Setup/001 How to Succeed in this Course.mp4 43.7 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/02 - Getting Setup/002 Where to Get the Code.mp4 17.7 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/02 - Getting Setup/external-links.txt 108 B
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/001 Pairs Trading Intuition.mp4 76 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/002 The Initial Prompt.mp4 167.1 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/003 Correcting the Trading Signal.mp4 80.3 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/004 Correcting the Z-Score Computation.mp4 75.7 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/005 Correcting the Return Computation.mp4 39.6 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/006 Correcting How We Measure Strategy Performance.mp4 44 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/007 Returns, Log Returns, Cumulative Returns.mp4 184 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/008 More About Log Returns (Optional).mp4 67.5 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/009 Strategy Performance Computation (Optional).mp4 128.6 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/010 Asking ChatGPT for Pairs.mp4 117.5 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/011 Testing the Strategy.mp4 42.6 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/012 Benchmark Against Buy-and-Hold.mp4 43 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/013 Fixing the Spread.mp4 39.4 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/014 Extending the Position.mp4 49.2 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/015 Extending the Position (Code).mp4 22.7 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/016 Asking ChatGPT to Fix an Error.mp4 60.1 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/017 More Pairs.mp4 53.1 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/018 Long-Only Strategy.mp4 36.7 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/019 Long-Only Strategy (Code).mp4 45.8 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/020 Return Computation Revisited and Other Extensions (Optional).mp4 277 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/03 - Pairs Trading with ChatGPT/021 Return Computation Revisited (Code).mp4 15.1 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/04 - Sanity Check/001 Mean Reversion Test.mp4 197 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/04 - Sanity Check/002 Pairs Trading Test.mp4 89 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/05 - Course Summary/001 Conclusion and Lessons.mp4 18.7 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/05 - Course Summary/002 ChatGPT Knows Who I Am!.mp4 63.7 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/06 - Setting Up Your Environment FAQ/001 Anaconda Environment Setup.mp4 52.6 MB
  • [TutsNode.net] - Financial Analysis Build a ChatGPT Pairs Trading Bot/06 - Setting Up Your Environment FAQ/002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.6 MB

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