Machine Learning Course for Beginners

Machine Learning Course for Beginners

freeCodeCamp.org via freeCodeCamp Direct link

Boosting, pt 2

15 of 22

15 of 22

Boosting, pt 2

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Classroom Contents

Machine Learning Course for Beginners

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  1. 1 Course Introduction
  2. 2 Fundamentals of Machine Learning
  3. 3 Supervised Learning and Unsupervised Learning In Depth
  4. 4 Linear Regression
  5. 5 Logistic Regression
  6. 6 Project: House Price Predictor
  7. 7 Regularization
  8. 8 Support Vector Machines
  9. 9 Project: Stock Price Predictor
  10. 10 Principal Component Analysis
  11. 11 Learning Theory
  12. 12 Decision Trees
  13. 13 Ensemble Learning
  14. 14 Boosting, pt 1
  15. 15 Boosting, pt 2
  16. 16 Stacking Ensemble Learning
  17. 17 Unsupervised Learning, pt 1
  18. 18 Unsupervised Learning, pt 2
  19. 19 K-Means
  20. 20 Hierarchical Clustering
  21. 21 Project: Heart Failure Prediction
  22. 22 Project: Spam/Ham Detector

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