Comprehensive Course on Machine Learning
Comprehensive Course on Machine Learning
Manoj Kumar
Ended on Nov 25
Sep 9 - Nov 25, 2024
55 lessons
10 quizzes
0 practices
0 questions by educators
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Started at 9:30 AM
Oct
11
Resampling Methods - Part II
Lesson 23 • 9:30 AM
Oct
12
Support Vector Machine - Part IV
Lesson 24 • 3:30 AM
Oct
14
Resampling Methods - Part III
Lesson 25 • 9:30 AM
Oct
15
Decision Tree - Part I
Lesson 26 • 9:30 AM
Oct
16
Decision Tree - Part II
Lesson 27 • 9:30 AM
Oct
17
Decision Tree - Part III
Lesson 28 • 9:30 AM
Oct
18
Decision Tree - Part IV
Lesson 29 • 9:30 AM
Oct
21
Neural Network - Part I
Lesson 30 • 9:30 AM
Oct
21
Resampling Methods - Part I
Lesson 31 • 3:30 PM
Oct
22
Neural Network - Part II
Lesson 32 • 9:30 AM
Oct
23
Neural Network - Part III
Lesson 33 • 9:30 AM
Oct
24
Neural Network - Part IV
Lesson 34 • 9:30 AM
Oct
25
Neural Network - Part V
Lesson 35 • 9:30 AM
Oct
30
KNN - Part I
Lesson 36 • 9:30 AM
Oct
31
KNN - Part II
Lesson 37 • 9:30 AM
Nov
1
Evaluation Metrics – Part I
Lesson 38 • 9:30 AM
Nov
4
Evaluation Metrics – Part II
Lesson 39 • 9:30 AM
Nov
5
Evaluation Metrics – Part III
Lesson 40 • 9:30 AM
Nov
6
Clustering - Part I
Lesson 41 • 9:30 AM
Nov
7
Clustering - Part II
Lesson 42 • 9:30 AM
Nov
8
Clustering - Part III
Lesson 43 • 9:30 AM
Nov
11
Clustering - Part IV
Lesson 44 • 9:30 AM
Nov
12
Clustering - Part V
Lesson 45 • 9:30 AM
Nov
13
Dimensionality Reduction Techniques - Part I
Lesson 46 • 9:30 AM
Nov
14
Dimensionality Reduction Techniques - Part II
Lesson 47 • 9:30 AM
Nov
15
Dimensionality Reduction Techniques - Part III
Lesson 48 • 9:30 AM
Nov
18
Dimensionality Reduction Techniques - Part IV
Lesson 49 • 9:30 AM
Nov
19
Dimensionality Reduction Techniques - Part V
Lesson 50 • 9:30 AM
Nov
20
Miscellaneous Topics -Part I
Lesson 51 • 9:30 AM
Nov
21
Miscellaneous Topics - Part II
Lesson 52 • 9:30 AM
Nov
22
Final Message
Lesson 53 • 9:30 AM
Nov
23
Neural Network - Part VI
Lesson 54 • 9:30 AM
Nov
25
Neural Network - Part VII
Lesson 55 • 9:30 AM
Week 1
Sep 9 - 15
5 lessons • 1 quiz
Sep
9
Say Hello to Machine Learning
Lesson 1 • Sep 9 • 2h 2m
Sep
10
Linear Regression
Lesson 2 • Sep 10 • 2h 8m
Sep
11
Linear Regression - Part II
Lesson 3 • Sep 11 • 2h 1m
Sep
12
Linear Regression - Part III
Lesson 4 • Sep 12 • 1h 59m
Sep
13
Concept Of Gradient Descent
Lesson 5 • Sep 13 • 1h 58m
Sep
14
Quiz 1
Quiz 1 • Missed • Sep 14
Week 2
Sep 16 - 22
5 lessons • 1 quiz
Sep
16
Gradient Descent On Linear Regression
Lesson 6 • Sep 16 • 2h 10m
Sep
17
Polynomial Regression
Lesson 7 • Sep 17 • 2h 8m
Sep
18
Bias-Variance Decomposition and Trade-Off
Lesson 8 • Sep 18 • 2h 4m
Sep
19
Regularization
Lesson 9 • Sep 19 • 2h 2m
Sep
20
Probability Theory - Part I
Lesson 10 • Sep 20 • 1h 46m
Sep
21
Quiz 2
Quiz 2 • Missed • Sep 21
Week 3
Sep 23 - 29
6 lessons • 1 quiz
Sep
23
Probability Theory - Part II
Lesson 11 • Sep 23 • 1h 41m
Sep
24
Probability Theory + Machine Learning - Part I
Lesson 12 • Sep 24 • 1h 10m
Sep
25
Probability Theory + Machine Learning - Part II
Lesson 13 • Sep 25 • 1h 58m
Sep
26
Probability Theory + Machine Learning - Part III
Lesson 14 • Sep 26 • 1h 56m
Sep
27
Logistic Regression - Part I
Lesson 15 • Sep 27 • 1h 57m
Sep
28
Logistic Regression - Part II
Lesson 16 • Sep 28 • 1h 53m
Sep
28
Quiz 3
Quiz 3 • Missed • Sep 28