You can support StatQuest by purchasing awesome StatQuest books, study guides and Jupyter notebooks, t-shirts, hoodies, coffee mugs and more!!!
NEW!!! The StatQuest Illustrated Guide to Machine Learning – 305 pages, all fully illustrated, that explain machine learning from the basic concepts all the way through neural networks.
The StatQuest Illustrated Guide to Machine Learning covers the following topics…
- Fundamental concepts in Machine Learning and Statistics
- Cross Validation
- Linear Regression
- Logistic Regression
- Gradient Descent
- Naive Bayes
- Confusion Matrices
- Regularization
- Decision Trees
- Support Vector Machines
- Neural Networks
Physical copies can be purchased world-wide from amazon (check your local version if you live outside of the US) and lulu (if you can’t find it on amazon or just want to support a different retailer). Specific links for International purchases are listed below:
- Australia: Lulu
- Canada: Amazon
- France: Amazon
- Germany:
- India: Direct from Qurate, or Amazon.
- Italy: Amazon
- Korea (translated into Korean): Here and here.
- Mexico: English or Spanish
- Netherlands: Amazon
- Poland: Amazon
- Spain: English version on Amazon, Spanish version on Amazon
- Sweden: Amazon
- United Kingdom: Amazon
You can also buy the English PDF and Spanish PDF anywhere in the world.
NOTE: Click here to see some example pages.
The Spanish translation of my book is also available!!!!!
StatQuest Study Guides
- AdaBoost Study Guide
- Classification Trees Study Guide
- Classic Multi-Dimensional Scaling (MDS) Study Guide
- Gradient Descent Study Guide
- Linear Discriminant Analysis (LDA) Study Guide
- Linear Regression Study Guide
- Naive Bayes Study Guides (both Multinomial and Gaussian)
- Principal Components Analysis (PCA) Study Guide
- t-SNE and UMAP Study Guide
StatQuest Jupyter Notebooks and Code
- Classification Trees in Python from Start to Finish
- Support Vector Machines in Python
- XGBoost in Python
StatQuest T-shirts, hoodies, coffee mugs, etc!!!
T-shirts, hoodies, coffee mugs and a ton of other awesome StatQuest stuff!!!
Original Songs
When I’m not singing silly songs about statistics, I write and record normal songs featuring a huge variety of instruments all played by me. I also am part of the trio Jeezle Pete.