Course Content
Regresi Linear dan Seleksi Model Machine Learning
0/13
Simple Linear Regression Part 01
11:18
Simple Linear Regression Part 02
09:39
Simple Linear Regression Part 03
07:45
Simple Linear Regression-Part 04
06:12
Correlation
09:00
Multiple Linear Regression Part 01
06:11
Multiple Linear Regression Part 02
09:35
Multiple Linear Regression Part 03
14:54
Model Selection Part 01
14:02
Model Selection Part 02
12:23
Model Selection Part 03
13:12
Model Selection Part 04
10:19
Kuis
Uncertainty Problems dan Probabilistic Machine Learning
0/13
Introduction to Uncertainty Part 01
06:33
Introduction to Uncertainty Part 02
11:10
Probability for Machine Learning Part 01
09:29
Probability for Machine Learning Part 02
08:15
Probability for Machine Learning Part 03
07:52
Probability for Machine Learning Part 04
11:43
Probability Distribution
11:13
Conditional Probability and Bayesian Rule
13:23
Implementation of Bayesian Reasoning Part 01
07:48
Implementation of Bayesian Reasoning Part 02
13:58
Implementation of Bayesian Reasoning Part 03
14:25
Implementation of Bayesian Reasoning Part 04
16:11
Kuis
Rule-Based Machine Learning, Clustering, dan Association Rules
0/13
Introduction to Decision Tree 01
07:46
Introduction to Decision Tree 02
14:54
Introduction to Decision Tree-03
04:16
Information Theory in Decision Tree-Part 01
05:20
Information Theory in Decision Tree-Part 02
05:00
Information Theory in Decision Tree-Part 03
04:00
Information Theory in Decision Tree-Part 04
08:12
Information Theory in Decision Tree-Part 05
10:30
Clustering-Part 01
14:12
Clustering-Part 02
07:47
Association Rules-Part 01
14:41
Association Rules Part 02
13:20
Kuis
Pengantar Deep Learning
0/13
Introduction to Deep Learning-Part 01
11:22
Introduction to Deep Learning Part 02
13:23
Introduction to Deep Learning-Part 03
12:00
Introduction to deep learning Part 04
10:48
Introduction to deep learning-Part 05
10:44
Introduction to deep learning Part 06
09:44
Deep Learning Essentials-Part 01
09:24
Deep Learning Essentials-Part 02
11:40
Deep Learning Essentials Part 03
21:00
Convolutional Neural Network-Part 01
13:00
Convolutional Neural Network-Part 02
06:51
Convolutional Neural Network-Part 03
08:52
Kuis
Kecerdasan Buatan (02) Aspek Lanjutan
Please complete previous Lesson first
Simple Linear Regression Part 01
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