Machine Learning from Scratch - Python Tutorials
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What you'll learn
This course includes
- 4.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 15 lessons • 4.5 hours of video
Machine Learning from Scratch - Python Tutorials
15 lessons
• 4.5 hours
Machine Learning from Scratch - Python Tutorials
15 lessons
• 4.5 hours
- KNN (K Nearest Neighbors) in Python - Machine Learning From Scratch 01 - Python Tutorial 21:58
- Linear Regression in Python - Machine Learning From Scratch 02 - Python Tutorial 20:35
- Logistic Regression in Python - Machine Learning From Scratch 03 - Python Tutorial 17:09
- Linear and Logistic Regression in 60 lines of Python - Machine Learning From Scratch 04 07:30
- Naive Bayes in Python - Machine Learning From Scratch 05 - Python Tutorial 20:42
- Perceptron in Python - Machine Learning From Scratch 06 - Python Tutorial 17:45
- SVM (Support Vector Machine) in Python - Machine Learning From Scratch 07 - Python Tutorial 19:28
- Decision Tree in Python Part 1/2 - Machine Learning From Scratch 08 - Python Tutorial 10:35
- Decision Tree in Python Part 2/2 - Machine Learning From Scratch 09 - Python Tutorial 30:44
- Random Forest in Python - Machine Learning From Scratch 10 - Python Tutorial 13:19
- PCA (Principal Component Analysis) in Python - Machine Learning From Scratch 11 - Python Tutorial 17:17
- K-Means Clustering in Python - Machine Learning From Scratch 12 - Python Tutorial 29:28
- AdaBoost in Python - Machine Learning From Scratch 13 - Python Tutorial 27:35
- LDA (Linear Discriminant Analysis) In Python - ML From Scratch 14 - Python Tutorial 22:13
- How To Load Machine Learning Data From Files In Python 17:10
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