Packt
Financial Analysis - Build a ChatGPT Pairs Trading Bot
Packt

Financial Analysis - Build a ChatGPT Pairs Trading Bot

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
Earn a Certificate
With paid plans
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
Earn a Certificate
With paid plans

What you'll learn

  • Understand the fundamentals and applications of pairs trading using ChatGPT.

  • Master the process of refining trading signals and statistical calculations for better accuracy.

  • Learn to evaluate pairs trading performance using key metrics like risk-adjusted returns.

  • Gain hands-on experience in using ChatGPT to improve, extend, and optimize your trading strategy.

Details to know

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Assessments

4 assignments

Taught in English

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There are 5 modules in this course

In this module, we will introduce the course objectives, outline the scope of the project you will be working on, and provide an overview of the tools and resources you will need to succeed.

What's included

3 videos

In this module, we will explore key strategies for succeeding in this course and guide you on where to find the code needed for your project. These foundational steps will ensure you are well-prepared for the journey ahead.

What's included

2 videos

In this module, we will delve into pairs trading, beginning with understanding its core principles and intuition. You will learn how to leverage ChatGPT for developing and refining trading strategies, correct various aspects of these strategies, and measure their performance. Additionally, we'll explore advanced topics such as log returns, long-only strategies, and iterative improvements using feedback and suggestions.

What's included

22 videos1 assignment

In this module, we will focus on validating the robustness of our trading strategies. You'll conduct a mean reversion test to verify the foundational assumptions and a pairs trading test to ensure the practical reliability of the strategies developed in the previous sections.

What's included

2 videos1 assignment

In this module, we will conclude the course by summarizing the key lessons and insights you have gained. Additionally, we will reflect on how ChatGPT has contributed to personalizing your learning journey, enhancing your understanding and application of pairs trading strategies.

What's included

2 videos2 assignments

Instructor

Packt - Course Instructors
Packt
704 Courses105,447 learners

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Packt

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