101 Data Science Drawings

101 Data Science Drawings - Colorful One-Pagers to Refresh Your Data Science Knowledge

Who this book is for: People who previously learned statistics, machine learning, econometrics, SQL, and want to refresh with colorful one-pagers (think flash cards!). This book is intentionally informal, colorful and raw. You’ll find scribbles, corrections, obscure handwriting that will make you learn more actively.

Inside you’ll find sketches on:

Supervised Learning: regression, decision trees, random forests, cross-validation…

Unsupervised Learning: clustering, dimensionality reduction, topic modeling…

Statistics & Econometrics: hypothesis testing, causal inference…

SQL: joins, aggregations, window functions…

And much more…