general

• Visual Intro to Machine Learning (link)

• How to Find the Right Distribution for Your Data: A Practical Guide for Non-Statistician (link)

• Mapping Healthcare Access in Chicago (link)

courses

• Machine Learning Crash Course - Google Course (link)

• Python - Kaggle Course (link)

• Pandas - Kaggle Course (link)

• Data Visualization - Kaggle Course (link)

• Machine Learning Explainability - Kaggle Course (link)

eda

• Mastering Advanced Exploratory Data Analysis and Visualization Effectively 2 (link)

• Comprehensive-Guide-to-Exploratory-Data-Analysis (link)

• Example Guide 1 - ipynb (link)

• Example Guide 2 - ipynb (link)

kaggle

• Winning solutions of kaggle competitions (link)

ml

rossmann

• entity-embedding-rossmann (link)
• fastai rossmann (link)