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Soft Margin SVM and Kernels with CVXOPT Practical Machine Learning Tutorial with Python p 32

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Lessons List | 72 Lesson
Practical Machine Learning Tutorial with Python Intro p 1
00:05:55

Practical Machine Learning Tutorial with Python Intro p 1
Regression Intro Practical Machine Learning Tutorial with Python p 2
00:10:58

Regression Intro Practical Machine Learning Tutorial with Python p 2
Regression Features and Labels Practical Machine Learning Tutorial with Python p 3
00:10:17

Regression Features and Labels Practical Machine Learning Tutorial with Python p 3
Regression Training and Testing Practical Machine Learning Tutorial with Python p 4
00:16:26

Regression Training and Testing Practical Machine Learning Tutorial with Python p 4
Regression forecasting and predicting Practical Machine Learning Tutorial with Python p 5
00:14:28

Regression forecasting and predicting Practical Machine Learning Tutorial with Python p 5
Pickling and Scaling Practical Machine Learning Tutorial with Python p 6
00:06:25

Pickling and Scaling Practical Machine Learning Tutorial with Python p 6
Regression How it Works Practical Machine Learning Tutorial with Python p 7
00:07:57

Regression How it Works Practical Machine Learning Tutorial with Python p 7
How to program the Best Fit Slope Practical Machine Learning Tutorial with Python p 8
00:11:44

How to program the Best Fit Slope Practical Machine Learning Tutorial with Python p 8
How to program the Best Fit Line Practical Machine Learning Tutorial with Python p 9
00:07:35

How to program the Best Fit Line Practical Machine Learning Tutorial with Python p 9
R Squared Theory Practical Machine Learning Tutorial with Python p 10
00:08:36

R Squared Theory Practical Machine Learning Tutorial with Python p 10
Programming R Squared Practical Machine Learning Tutorial with Python p 11
00:07:01

Programming R Squared Practical Machine Learning Tutorial with Python p 11
Testing Assumptions Practical Machine Learning Tutorial with Python p 12
00:20:33

Testing Assumptions Practical Machine Learning Tutorial with Python p 12
Classification w K Nearest Neighbors Intro Practical Machine Learning Tutorial with Python p 13
00:11:11

Classification w K Nearest Neighbors Intro Practical Machine Learning Tutorial with Python p 13
K Nearest Neighbors Application Practical Machine Learning Tutorial with Python p 14
00:21:41

K Nearest Neighbors Application Practical Machine Learning Tutorial with Python p 14
Euclidean Distance Practical Machine Learning Tutorial with Python p 15
00:06:53

Euclidean Distance Practical Machine Learning Tutorial with Python p 15
Creating Our K Nearest Neighbors Algorithm Practical Machine Learning with Python p 16
00:09:15

Creating Our K Nearest Neighbors Algorithm Practical Machine Learning with Python p 16
Writing our own K Nearest Neighbors in Code Practical Machine Learning Tutorial with Python p 17
00:10:17

Writing our own K Nearest Neighbors in Code Practical Machine Learning Tutorial with Python p 17
Applying our K Nearest Neighbors Algorithm Practical Machine Learning Tutorial with Python p 18
00:13:17

Applying our K Nearest Neighbors Algorithm Practical Machine Learning Tutorial with Python p 18
Final thoughts on K Nearest Neighbors Practical Machine Learning Tutorial with Python p 19
00:14:37

Final thoughts on K Nearest Neighbors Practical Machine Learning Tutorial with Python p 19
Support Vector Machine Intro and Application Practical Machine Learning Tutorial with Python p 20
00:08:31

Support Vector Machine Intro and Application Practical Machine Learning Tutorial with Python p 20
Understanding Vectors Practical Machine Learning Tutorial with Python p 21
00:06:07

Understanding Vectors Practical Machine Learning Tutorial with Python p 21
Support Vector Assertion Practical Machine Learning Tutorial with Python p 22
00:10:07

Support Vector Assertion Practical Machine Learning Tutorial with Python p 22
Support Vector Machine Fundamentals Practical Machine Learning Tutorial with Python p 23
00:15:35

Support Vector Machine Fundamentals Practical Machine Learning Tutorial with Python p 23
Support Vector Machine Optimization Practical Machine Learning Tutorial with Python p 24
00:28:20

Support Vector Machine Optimization Practical Machine Learning Tutorial with Python p 24
Creating an SVM from scratch Practical Machine Learning Tutorial with Python p 25
00:10:16

Creating an SVM from scratch Practical Machine Learning Tutorial with Python p 25
SVM Training Practical Machine Learning Tutorial with Python p 26
00:14:23

SVM Training Practical Machine Learning Tutorial with Python p 26
SVM Optimization Practical Machine Learning Tutorial with Python p 27
00:17:37

SVM Optimization Practical Machine Learning Tutorial with Python p 27
Completing SVM from Scratch Practical Machine Learning Tutorial with Python p 28
00:28:50

Completing SVM from Scratch Practical Machine Learning Tutorial with Python p 28
Kernels Introduction Practical Machine Learning Tutorial with Python p 29
00:15:22

Kernels Introduction Practical Machine Learning Tutorial with Python p 29
Why Kernels Practical Machine Learning Tutorial with Python p 30
00:21:19

Why Kernels Practical Machine Learning Tutorial with Python p 30
Soft Margin SVM Practical Machine Learning Tutorial with Python p 31
00:18:21

Soft Margin SVM Practical Machine Learning Tutorial with Python p 31
Soft Margin SVM and Kernels with CVXOPT Practical Machine Learning Tutorial with Python p 32
00:11:11

Soft Margin SVM and Kernels with CVXOPT Practical Machine Learning Tutorial with Python p 32
SVM Parameters Practical Machine Learning Tutorial with Python p 33
00:17:28

SVM Parameters Practical Machine Learning Tutorial with Python p 33
Clustering Introduction Practical Machine Learning Tutorial with Python p 34
00:20:15

Clustering Introduction Practical Machine Learning Tutorial with Python p 34
Handling Non Numeric Data Practical Machine Learning Tutorial with Python p 35
00:16:50

Handling Non Numeric Data Practical Machine Learning Tutorial with Python p 35
K Means with Titanic Dataset Practical Machine Learning Tutorial with Python p 36
00:17:09

K Means with Titanic Dataset Practical Machine Learning Tutorial with Python p 36
Custom K Means Practical Machine Learning Tutorial with Python p 37
00:14:09

Custom K Means Practical Machine Learning Tutorial with Python p 37
K Means from Scratch Practical Machine Learning Tutorial with Python p 38
00:14:59

K Means from Scratch Practical Machine Learning Tutorial with Python p 38
Mean Shift Intro Practical Machine Learning Tutorial with Python p 39
00:11:42

Mean Shift Intro Practical Machine Learning Tutorial with Python p 39
Mean Shift with Titanic Dataset Practical Machine Learning Tutorial with Python p 40
00:22:48

Mean Shift with Titanic Dataset Practical Machine Learning Tutorial with Python p 40
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Course Description

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.
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