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Udemy Machine Learning Explained A Complete Conceptual Guide

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Language: English
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 1 - Introduction to machine learning course.mp4 28.9 MB
  3. 2 - What is Machine Learning.mp4 34.7 MB
  4. 3 - Traditional Programming vs Machine Learning Approach.mp4 40.7 MB
  5. 4 - Types of Machine Learning.mp4 42.1 MB
  6. 5 - Core Components of a Machine Learning System.mp4 65.4 MB
  7. 6 - Understanding Data in Machine Learning.mp4 27.2 MB
  8. 7 - Data Preprocessing Concepts.mp4 86.3 MB
  9. 8 - Feature Engineering and Feature Selection.mp4 43.1 MB
  10. 10 - Regression Algorithms Concepts Only.mp4 19.3 MB
  11. 11 - Classification Algorithms Concepts Only.mp4 40.9 MB
  12. 12 - Evaluating Supervised Models.mp4 42.7 MB
  13. 9 - Introduction to Supervised Learning.mp4 30.4 MB
  14. 13 - Introduction to Unsupervised Learning.mp4 51.0 MB
  15. 14 - Clustering Techniques.mp4 28.1 MB
  16. 15 - Dimensionality Reduction.mp4 33.6 MB
  17. 16 - Introduction to Reinforcement Learning.mp4 79.5 MB
  18. 17 - Core Concepts in RL.mp4 24.9 MB
  19. 18 - Popular RL Algorithms Conceptual.mp4 41.9 MB
  20. 19 - Train Validation and Test Splits.mp4 34.7 MB
  21. 20 - CrossValidation Concept.mp4 19.2 MB
  22. 21 - Model Optimization and Hyperparameter Tuning.mp4 49.2 MB
  23. 22 - Bias and Variance Revisited.mp4 48.4 MB
  24. 23 - What is Deep Learning.mp4 55.5 MB
  25. 24 - Artificial Neural Networks The Concept.mp4 65.5 MB
  26. 25 - Learning Process in Neural Networks.mp4 65.3 MB
  27. 26 - Applications of Deep Learning.mp4 29.4 MB
  28. 27 - Steps of a Machine Learning Project.mp4 31.1 MB
  29. 28 - Challenges in RealWorld ML Projects.mp4 39.2 MB
  30. 29 - Ethics and Responsible AI.mp4 61.6 MB
  31. 30 - Big Picture Recap.mp4 61.1 MB
  32. 31 - Next Steps in Your ML Learning Journey.mp4 46.5 MB
  33. Bonus Resources.txt 70 bytes

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