101 Data Science Drawings
101 Data Science Drawings
English | April 14, 2025 | ASIN: B0F4Y6WKL5 | 111 pages | Epub | 29.89 MB
English | April 14, 2025 | ASIN: B0F4Y6WKL5 | 111 pages | Epub | 29.89 MB
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…