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Torrent Contents Size: 1.3 GB

Udemy - Machine Learning Explained - A Complete Conceptual Guide

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1 - Introduction to Machine Learning

1 - Introduction to machine learning course.mp4

MP4

28.9 MB

2 - Data and Feature Engineering

3 - Supervised Learning Core Concepts

10 - Regression Algorithms Concepts Only.mp4

MP4

19.3 MB

11 - Classification Algorithms Concepts Only.mp4

MP4

40.9 MB

12 - Evaluating Supervised Models.mp4

MP4

42.7 MB

4 - Unsupervised Learning Discovering Hidden Patterns

13 - Introduction to Unsupervised Learning.mp4

MP4

51 MB

14 - Clustering Techniques.mp4

MP4

28.1 MB

15 - Dimensionality Reduction.mp4

MP4

33.6 MB

5 - Reinforcement Learning Conceptual Overview

16 - Introduction to Reinforcement Learning.mp4

MP4

79.5 MB

17 - Core Concepts in RL.mp4

MP4

24.9 MB

18 - Popular RL Algorithms Conceptual.mp4

MP4

41.9 MB

6 - Model Evaluation and Improvement

19 - Train Validation and Test Splits.mp4

MP4

34.7 MB

20 - CrossValidation Concept.mp4

MP4

19.2 MB

21 - Model Optimization and Hyperparameter Tuning.mp4

MP4

49.2 MB

22 - Bias and Variance Revisited.mp4

MP4

48.4 MB

7 - Deep Learning Conceptual Foundations

23 - What is Deep Learning.mp4

MP4

55.5 MB

24 - Artificial Neural Networks The Concept.mp4

MP4

65.5 MB

25 - Learning Process in Neural Networks.mp4

MP4

65.3 MB

26 - Applications of Deep Learning.mp4

MP4

29.4 MB

8 - Machine Learning Project Lifecycle

27 - Steps of a Machine Learning Project.mp4

MP4

31.1 MB

28 - Challenges in RealWorld ML Projects.mp4

MP4

39.2 MB

29 - Ethics and Responsible AI.mp4

MP4

61.6 MB

9 - Course Summary and Recap

	30 - Big Picture Recap.mp4	MP4	61.1 MB
	31 - Next Steps in Your ML Learning Journey.mp4	MP4	46.5 MB

9 - Introduction to Supervised Learning.mp4

MP4

30.4 MB

6 - Understanding Data in Machine Learning.mp4

MP4

27.2 MB

7 - Data Preprocessing Concepts.mp4

MP4

86.3 MB

8 - Feature Engineering and Feature Selection.mp4

MP4

43.1 MB

2 - What is Machine Learning.mp4

MP4

34.7 MB

3 - Traditional Programming vs Machine Learning Approach.mp4

MP4

40.7 MB

4 - Types of Machine Learning.mp4

MP4

42.1 MB

5 - Core Components of a Machine Learning System.mp4

MP4

65.4 MB

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Udemy - Machine Learning Explained - A Complete Conceptual Guide

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