Beginner
24 lessons
Machine Learning Fundamentals
Master Machine Learning fundamentals: regression, classification, decision trees, SVM, clustering, dimensionality reduction and deployment. 8 chapters, 24 practical lessons with quizzes based on statistical learning methods.
Course Content
ML Fundamentals - Complete PDF
$5.00
The ML fundamentals reference guide. The most widely used textbook in universities.
What you get
- 607 pages of academic content
- Practical Python code
- Exercise datasets
- Beginner-friendly approach
- Used at Stanford and MIT
Free course vs PDF
Online lessons
✓ Free
✓ PDF
Offline reading
✗
✓ PDF
Print & annotate
✗
✓ PDF
Complete guide
✗
✓ PDF
Course details
- Chapters 8
- Lessons 24
- Level Beginner
- Quiz Included
Each lesson includes a quiz to test your knowledge as you progress.
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