Build an AI Stock Analyzer using ChatGPT, Python and LangChain

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 strategiesImprove your Python skills with hands-on coding exercisesUnderstand and implement LangChain to augment your AI and improve its outputsLearn 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!

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Taught by

Diogo Resende

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Subjects

Computer Science