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Financial Analysis - Build a ChatGPT Pairs Trading Bot [Video]
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FREE
Video
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What do you get with a Packt Subscription?
What do you get with a Packt Subscription?
What do you get with Video + Subscription?
What do you get with a Packt Subscription?
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What do I get with Print?
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Free ChapterWelcome
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Getting Set Up
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Pairs Trading with ChatGPT
- Pairs Trading Intuition
- The Initial Prompt
- Correcting the Trading Signal
- Correcting the Z-Score Computation
- Correcting the Return Computation
- Correcting How We Measure Strategy Performance
- Returns, Log Returns, Cumulative Returns
- More about Log Returns (Optional)
- Strategy Performance Computation (Optional)
- Asking ChatGPT for Pairs
- Testing the Strategy
- Benchmark Against Buy-and-Hold
- Fixing the Spread
- Extending the Position
- Extending the Position (Code)
- Asking ChatGPT to Fix an Error
- More Pairs
- Long-Only Strategy
- Long-Only Strategy (Code)
- Return Computation Revisited and Other Extensions (Optional)
- Return Computation Revisited (Code)
- Suggestion Box
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Sanity Check
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Course Summary
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Setting Up Your Environment (Appendix/FAQ by Student Request)
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Extra Help with Python Coding for Beginners (Appendix/FAQ by Student Request)
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Effective Learning Strategies for Machine Learning (Appendix/FAQ)
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Appendix / FAQ Finale
About this video
Financial analysis with ChatGPT using pairs is a cutting-edge approach that combines the power of artificial intelligence (AI) with the expertise of financial analysts to provide insights into financial data. ChatGPT and human analysts synergistically foster a collaborative environment that facilitates and generates valuable investment decisions, risk assessments, and financial planning recommendations. Financial analysis with ChatGPT using pairs offers a unique approach to insights from complex financial data.
Through this course, we will use ChatGPT to build a trading bot (using pairs trading) and learn about the capabilities of ChatGPT. The course begins with an introduction to ChatGPT, the project scope, and the course tools required for this course. You will then learn to use the course efficiently and where to get the codes. We will then advance to Pairs trading with ChatGPT. You will learn about pairs trading intuition, the initial prompt, correcting the trading signal, and z-score computation. We will explore returns, log returns, and cumulative returns and test the strategy. You will learn about the long-only strategy and return computation.
Upon completing this course, you will learn the best ways to use ChatGPT to be more efficient and productive with financial decision-making, investments, and trading using pairs trading.
- Publication date:
- April 2023
- Publisher
- Packt
- Duration
- 6 hours 50 minutes
- ISBN
- 9781805123262