Financial Analysis - Build a ChatGPT Pairs Trading Bot
Год выпуска: April 2023
Производитель: Published by Packt Publishing via O'Reilly Learning
Сайт производителя:
https://learning.oreilly.com/course/financial-analysis/9781805123262/
Автор: Lazy Programmer
Продолжительность: 6h 50m
Тип раздаваемого материала: Видеоурок
Язык: Английский + субтитры
Описание:
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.
What you will learn
• Learn to use ChatGPT to build a pairs trading bot in Python
• Learn the common mistakes when using ChatGPT for coding
• Develop Pairs, algorithmic, algo-trading, and stock trading strategies
• Compute z-scores, log, cumulative returns, and portfolio returns
• Understand how to apply data science strategies to financial analysis
• Learn trading strategies for stocks, forex, cryptos, Bitcoin, Ethereum
Содержание
Chapter 1 Welcome
Chapter 2 Getting Set Up
Chapter 3 Pairs Trading with ChatGPT
Chapter 4 Sanity Check
Chapter 5 Course Summary
Chapter 6 Setting Up Your Environment (AppendixFAQ by Student Request)
Chapter 7 Extra Help with Python Coding for Beginners (AppendixFAQ by Student Request)
Chapter 8 Effective Learning Strategies for Machine Learning (AppendixFAQ)
Chapter 9 Appendix FAQ Finale
Файлы примеров: отсутствуют
Формат видео: MP4
Видео: AVC, 1280×720, 16:9, 30.000 fps, 3 000 kb/s (0.017 bit/pixel)
Аудио: AAC, 44.1 KHz, 2 channels, 128 kb/s, CBR
