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Zero To Mastery

Build an AI Stock Analyzer using ChatGPT, Python and LangChain

via Zero To Mastery

Overview

Build your own AI application that analyzes stocks and optimizes portfolios using OpenAI's GPT models, Python and LangChain (100% beginner friendly). You'll even learn investment strategies like Modern Portfolio Theory and the Black-Litterman Model.
  • Harness AI tools to gather, analyze, and interpret real-time stock data for smarter investment strategies
  • Improve your Python skills with hands-on coding exercises
  • Understand and implement LangChain to augment your AI and improve its outputs
  • Learn about financial metrics and theories while building a fun and useful portfolio project

Syllabus

  •   Introduction
    • Introduction
    • Exercise: Meet Your Classmates and Instructor
    • Course Resources
  •   Build an Optimized Stock Performance Script with LangChain
    • OpenAI Key Setup
    • What is LangChain?
    • Python - LangChain OpenAI Setup
    • Python - Download the Stock Data
    • Introduction to Finance
    • Top Fundamental KPIs for Stock Analysis
    • Top Trading KPIs for Stock Analysis
    • Python - Top Trading KPIs - Part 1
    • Python - Top Trading KPIs - Part 2
    • Modern Portfolio Theory
    • Python - Modern Portfolio Theory
    • The Black-Litterman Model
    • Python - Black-Litterman Model
    • Building an Optimized Python Script
    • From Diogo: How I Invest
  •   Where To Go From Here?
    • Review This Project!

Taught by

Diogo Resende

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