How to Invest with Data Science - Technical Analysis and Portfolio Optimization

Learn how to invest using data science techniques in this comprehensive 3-hour video tutorial. Explore cutting-edge methods from technical analysis and portfolio optimization, covering topics such as downloading stock data, calculating daily and cumulative returns, implementing Bollinger Bands and moving averages, utilizing Ichimoku indicators, analyzing candlestick patterns, creating complex plots, performing sector analysis, and applying Markowitz Portfolio Optimization. Dive into concepts like correlation, covariance, efficient frontier, Sharpe ratio, and portfolio weighting. Access accompanying files on GitHub for hands-on practice. Note that this educational content is not investment advice and all investing carries risks.

Intro
CSV Files
Download Stock Data
Get Data Frame
Get Files
Daily Returns
Cumulative Returns
Bollinger Bands
Ichimoku
Conversion Line
Testing
Machine Learning
Plot
Feed Data