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 Validiation
- Linear Regression
- Logistic Regression
- Gradient Descent
- Naive Bayes
- Confusion Matrices
- Decision Trees
- Support Vector Machines
- Neural Networks
NOTE: Click here to see some example pages.
StatQuest Study Guides
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!!!