[ WebToolTip.com ] Udemy - Machine Learning Explained - A Complete Conceptual Guide
大小
1.34 GB
文件数
33
Info Hash:
6F70D87A81FB7067103DEA18366E10A8325998AC
收录时间
2025-12-30 03:32:59
更新时间
2025-12-30 03:32:59
文件列表 (33)
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180 B
~Get Your Files Here !/1 - Introduction to Machine Learning/1 - Introduction to machine learning course.mp4
28.91 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/2 - What is Machine Learning.mp4
34.67 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/3 - Traditional Programming vs Machine Learning Approach.mp4
40.71 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/4 - Types of Machine Learning.mp4
42.15 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/5 - Core Components of a Machine Learning System.mp4
65.41 MB
~Get Your Files Here !/2 - Data and Feature Engineering/6 - Understanding Data in Machine Learning.mp4
27.17 MB
~Get Your Files Here !/2 - Data and Feature Engineering/7 - Data Preprocessing Concepts.mp4
86.33 MB
~Get Your Files Here !/2 - Data and Feature Engineering/8 - Feature Engineering and Feature Selection.mp4
43.09 MB
~Get Your Files Here !/3 - Supervised Learning Core Concepts/10 - Regression Algorithms Concepts Only.mp4
19.27 MB
~Get Your Files Here !/3 - Supervised Learning Core Concepts/11 - Classification Algorithms Concepts Only.mp4
40.93 MB
~Get Your Files Here !/3 - Supervised Learning Core Concepts/12 - Evaluating Supervised Models.mp4
42.74 MB
~Get Your Files Here !/3 - Supervised Learning Core Concepts/9 - Introduction to Supervised Learning.mp4
30.36 MB
~Get Your Files Here !/4 - Unsupervised Learning Discovering Hidden Patterns/13 - Introduction to Unsupervised Learning.mp4
51.04 MB
~Get Your Files Here !/4 - Unsupervised Learning Discovering Hidden Patterns/14 - Clustering Techniques.mp4
28.11 MB
~Get Your Files Here !/4 - Unsupervised Learning Discovering Hidden Patterns/15 - Dimensionality Reduction.mp4
33.6 MB
~Get Your Files Here !/5 - Reinforcement Learning Conceptual Overview/16 - Introduction to Reinforcement Learning.mp4
79.46 MB
~Get Your Files Here !/5 - Reinforcement Learning Conceptual Overview/17 - Core Concepts in RL.mp4
24.87 MB
~Get Your Files Here !/5 - Reinforcement Learning Conceptual Overview/18 - Popular RL Algorithms Conceptual.mp4
41.93 MB
~Get Your Files Here !/6 - Model Evaluation and Improvement/19 - Train Validation and Test Splits.mp4
34.68 MB
~Get Your Files Here !/6 - Model Evaluation and Improvement/20 - CrossValidation Concept.mp4
19.25 MB
~Get Your Files Here !/6 - Model Evaluation and Improvement/21 - Model Optimization and Hyperparameter Tuning.mp4
49.22 MB
~Get Your Files Here !/6 - Model Evaluation and Improvement/22 - Bias and Variance Revisited.mp4
48.41 MB
~Get Your Files Here !/7 - Deep Learning Conceptual Foundations/23 - What is Deep Learning.mp4
55.55 MB
~Get Your Files Here !/7 - Deep Learning Conceptual Foundations/24 - Artificial Neural Networks The Concept.mp4
65.47 MB
~Get Your Files Here !/7 - Deep Learning Conceptual Foundations/25 - Learning Process in Neural Networks.mp4
65.29 MB
~Get Your Files Here !/7 - Deep Learning Conceptual Foundations/26 - Applications of Deep Learning.mp4
29.35 MB
~Get Your Files Here !/8 - Machine Learning Project Lifecycle/27 - Steps of a Machine Learning Project.mp4
31.14 MB
~Get Your Files Here !/8 - Machine Learning Project Lifecycle/28 - Challenges in RealWorld ML Projects.mp4
39.19 MB
~Get Your Files Here !/8 - Machine Learning Project Lifecycle/29 - Ethics and Responsible AI.mp4
61.55 MB
~Get Your Files Here !/9 - Course Summary and Recap/30 - Big Picture Recap.mp4
61.13 MB
~Get Your Files Here !/9 - Course Summary and Recap/31 - Next Steps in Your ML Learning Journey.mp4
46.53 MB
~Get Your Files Here !/Bonus Resources.txt
70 B