📄️ Intro to linear regressions
An introduction so simple and multiple linear regression algorithms
📄️ Intro to logistic regressions
Introduction to using and applying logistic regressions to business usecases.
📄️ User retention with cohort analysis
An introduction to cohort analysis, customer & revenue retention
📄️ Cleaning text data for NLP
Cleaning text data for use in basic NLP techniques.
📄️ Sentiment analysis of text data
How to do a basic sentiment analysis on text.
📄️ A/B testing
Run an experiment to compare performance.