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Practical Machine Learning

Track :

Programming

Lessons no : 72

For Free Certificate After Complete The Course

To Register in Course you have to watch at least 30 Second of any lesson

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What will you learn in this course?
  • Develop practical skills in implementing supervised and unsupervised machine learning algorithms using Python and popular libraries
  • Apply data preprocessing, feature engineering, and model evaluation techniques to real-world datasets in machine learning projects
  • Design and build predictive models for classification and regression tasks with Python machine learning tools
  • Utilize clustering, dimensionality reduction, and anomaly detection methods for unsupervised learning applications
  • Interpret machine learning model results to derive actionable insights for business decision-making and data analysis
  • Implement cross-validation and hyperparameter tuning to optimize machine learning model performance
  • Identify appropriate machine learning techniques for different data types and problem domains using Python
  • Develop end-to-end machine learning workflows, including data collection, cleaning, modeling, and deployment

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
  • you can follow your course progress From Your Profile
  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 72
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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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.