The StatQuest Illustrated Guide to Machi
โ Josh Starmer
๐ Library
๐ English
โฆ LIBER โฆ
๐
The StatQuest illustrated guide to machine learning!!!
โ Scribed by Josh Starmer
- Year
- 2022
- Tongue
- English
- Leaves
- 307
- Category
- Library
โฌ Acquire This Volume
No coin nor oath required. For personal study only.
โฆ Table of Contents
Cover
Table of Contents
Chapter 1: Fundamental Concepts in Machine Learning!!!
Chapter 2: Cross Validation!!!
Chapter 3: Fundamental Concepts in Statistics!!!
Chapter 4: Linear Regression!!!
Chapter 5: Gradient Descent!!!
Chapter 6: Logistic Regression!!!
Chapter 7: Naive Bayes!!!
Chapter 8: Assessing Model Performance!!!
Chapter 9: Preventing Overfitting with Regularization!!!
Chapter 10: Decision Trees!!!
Chapter 11: Support Vector Classifiers and Machines (SVMs)!!!
Chapter 12: Neural Networks!!!
Appendices!!!
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