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Language:
English
Total Size:
1.3 GB
Info Hash:
6F70D87A81FB7067103DEA18366E10A8325998AC
Added By:
Added:
March 2, 2026, 9:32 a.m.
Stats:
|
(Last updated: March 2, 2026, 9:35 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 1 - Introduction to machine learning course.mp4 | 28.9 MB |
| 2 - What is Machine Learning.mp4 | 34.7 MB |
| 3 - Traditional Programming vs Machine Learning Approach.mp4 | 40.7 MB |
| 4 - Types of Machine Learning.mp4 | 42.1 MB |
| 5 - Core Components of a Machine Learning System.mp4 | 65.4 MB |
| 6 - Understanding Data in Machine Learning.mp4 | 27.2 MB |
| 7 - Data Preprocessing Concepts.mp4 | 86.3 MB |
| 8 - Feature Engineering and Feature Selection.mp4 | 43.1 MB |
| 10 - Regression Algorithms Concepts Only.mp4 | 19.3 MB |
| 11 - Classification Algorithms Concepts Only.mp4 | 40.9 MB |
| 12 - Evaluating Supervised Models.mp4 | 42.7 MB |
| 9 - Introduction to Supervised Learning.mp4 | 30.4 MB |
| 13 - Introduction to Unsupervised Learning.mp4 | 51.0 MB |
| 14 - Clustering Techniques.mp4 | 28.1 MB |
| 15 - Dimensionality Reduction.mp4 | 33.6 MB |
| 16 - Introduction to Reinforcement Learning.mp4 | 79.5 MB |
| 17 - Core Concepts in RL.mp4 | 24.9 MB |
| 18 - Popular RL Algorithms Conceptual.mp4 | 41.9 MB |
| 19 - Train Validation and Test Splits.mp4 | 34.7 MB |
| 20 - CrossValidation Concept.mp4 | 19.2 MB |
| 21 - Model Optimization and Hyperparameter Tuning.mp4 | 49.2 MB |
| 22 - Bias and Variance Revisited.mp4 | 48.4 MB |
| 23 - What is Deep Learning.mp4 | 55.5 MB |
| 24 - Artificial Neural Networks The Concept.mp4 | 65.5 MB |
| 25 - Learning Process in Neural Networks.mp4 | 65.3 MB |
| 26 - Applications of Deep Learning.mp4 | 29.4 MB |
| 27 - Steps of a Machine Learning Project.mp4 | 31.1 MB |
| 28 - Challenges in RealWorld ML Projects.mp4 | 39.2 MB |
| 29 - Ethics and Responsible AI.mp4 | 61.6 MB |
| 30 - Big Picture Recap.mp4 | 61.1 MB |
| 31 - Next Steps in Your ML Learning Journey.mp4 | 46.5 MB |
| Bonus Resources.txt | 70 bytes |
Name
DL
Uploader
Size
S/L
Added
-
358.7 MB
[23
/
9]
2025-04-03
| Uploaded by freecoursewb | Size 358.7 MB | Health [ 23 /9 ] | Added 2025-04-03 |
-
1.6 GB
[18
/
3]
2023-10-30
| Uploaded by FreeCourseWeb | Size 1.6 GB | Health [ 18 /3 ] | Added 2023-10-30 |
NOTE
SOURCE: Udemy Machine Learning Explained A Complete Conceptual Guide
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