Udemy - Machine Learning Regression Masterclass in Python


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Udemy - Machine Learning Regression Masterclass in Python

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[CourseClub.ME].url (3.5 GB)
▼ show more 149 files
[CourseClub.ME].url 102.4 B
[GigaCourse.Com].url 0 B
001 Course Welcome Message.mp4 60.5 MB
001 Course Welcome Message_en.vtt 3.6 KB
002 Updates on Udemy Reviews.mp4 3.2 MB
002 Updates on Udemy Reviews_en.vtt 1.4 KB
003 Course Overview.mp4 53 MB
003 Course Overview_en.vtt 11.9 KB
004 BONUS Learning Path.html 1.4 KB
005 ML vs. DL vs. AI.mp4 125.9 MB
005 ML vs. DL vs. AI_en.vtt 20.9 KB
006 Get the materials.html 307.2 B
18576730-ML-Regression-Course-Package.zip 25.4 MB
[CourseClub.Me].url 102.4 B
001 Download and Set up Anaconda.mp4 28.9 MB
001 Download and Set up Anaconda_en.vtt 5.8 KB
002 What is Jupiter Notebook.mp4 15.2 MB
002 What is Jupiter Notebook_en.vtt 4.7 KB
001 Intro to Simple Linear Regression.mp4 27.1 MB
001 Intro to Simple Linear Regression_en.vtt 1.7 KB
002 Simple Linear Regression Intuition.mp4 97.9 MB
002 Simple Linear Regression Intuition_en.vtt 16 KB
003 Least Squares.mp4 40.1 MB
003 Least Squares_en.vtt 9.3 KB
004 Project #1 - Overview.mp4 81.4 MB
004 Project #1 - Overview_en.vtt 24.6 KB
005 Project #1 - Data Visualization.mp4 29.6 MB
005 Project #1 - Data Visualization_en.vtt 13.9 KB
006 Project #1 - Divide Data into Training and Testing.mp4 35.3 MB
006 Project #1 - Divide Data into Training and Testing_en.vtt 14.1 KB
007 Project #1 - Train Model.mp4 32 MB
007 Project #1 - Train Model_en.vtt 9.9 KB
008 Project #1 - Test Model.mp4 115 MB
008 Project #1 - Test Model_en.vtt 24.6 KB
009 Project #2 - Overview.mp4 13.3 MB
009 Project #2 - Overview_en.vtt 4.3 KB
010 Project #2 - Solution.mp4 13.4 MB
010 Project #2 - Solution_en.vtt 5.5 KB
011 Project #2 - Visualization.mp4 23.6 MB
011 Project #2 - Visualization_en.vtt 9.3 KB
012 Project #2 - Prepare Training and Testing Data.mp4 15.5 MB
012 Project #2 - Prepare Training and Testing Data_en.vtt 5.6 KB
013 Project #2 - Test Model.mp4 20.4 MB
013 Project #2 - Test Model_en.vtt 5.8 KB
014 Project #2 - Model Testing.mp4 50.3 MB
014 Project #2 - Model Testing_en.vtt 13.4 KB
001 Regression Metrics Intro.mp4 6.7 MB
001 Regression Metrics Intro_en.vtt 819.2 B
002 Regression Metric Part 1.mp4 109.6 MB
002 Regression Metric Part 1_en.vtt 21.6 KB
003 Regression Metric Part 2.mp4 37.2 MB
003 Regression Metric Part 2_en.vtt 12.1 KB
004 Bias Variance Tradeoff.mp4 190.2 MB
004 Bias Variance Tradeoff_en.vtt 28.6 KB
001 Polynomial Regression Intro.mp4 14.8 MB
001 Polynomial Regression Intro_en.vtt 921.6 B
002 Polynomial Regression - Intuition.mp4 27.5 MB
002 Polynomial Regression - Intuition_en.vtt 13.1 KB
003 Poly Regression - Salary Load Data.mp4 48.1 MB
003 Poly Regression - Salary Load Data_en.vtt 13.4 KB
004 Poly Regression - Visualize Data.mp4 63.6 MB
004 Poly Regression - Visualize Data_en.vtt 12.1 KB
005 Poly Regression - Linear Trainingtesting.mp4 51.8 MB
005 Poly Regression - Linear Trainingtesting_en.vtt 13.9 KB
006 Poly Regression - Poly Part 1.mp4 35.2 MB
006 Poly Regression - Poly Part 1_en.vtt 9.4 KB
007 Poly Regression - Poly Part 2.mp4 23.2 MB
007 Poly Regression - Poly Part 2_en.vtt 6.2 KB
008 Poly Regression Project 2 Overview.mp4 20.8 MB
008 Poly Regression Project 2 Overview_en.vtt 5 KB
009 Poly Regression - Economies Linear -1.mp4 31.6 MB
009 Poly Regression - Economies Linear -1_en.vtt 7.8 KB
010 Poly Regression - Economies Linear -2.mp4 36.9 MB
010 Poly Regression - Economies Linear -2_en.vtt 9.6 KB
011 Poly Regression - Economies Poly.mp4 40.6 MB
011 Poly Regression - Economies Poly_en.vtt 10.1 KB
001 Multiple Linear Regression Intro.mp4 19.9 MB
001 Multiple Linear Regression Intro_en.vtt 1.2 KB
002 Multiple Linear Regression Overview.mp4 9.5 MB
002 Multiple Linear Regression Overview_en.vtt 4 KB
003 Project #1 - Load Data and Libraries.mp4 36.3 MB
003 Project #1 - Load Data and Libraries_en.vtt 9.5 KB
004 Project #1 - Data Visualization.mp4 35.3 MB
004 Project #1 - Data Visualization_en.vtt 12.7 KB
005 Project #1 - Model Training and Evaluation.mp4 100.3 MB
005 Project #1 - Model Training and Evaluation_en.vtt 25 KB
006 Project #1 - Model Results Evaluation.mp4 85.9 MB
006 Project #1 - Model Results Evaluation_en.vtt 20.6 KB
007 Project #2 - Overview.mp4 21.7 MB
007 Project #2 - Overview_en.vtt 4.1 KB
008 Project #2 - Load Data.mp4 44.4 MB
008 Project #2 - Load Data_en.vtt 10.1 KB
009 Project #2 - Data Visualization.mp4 73.6 MB
009 Project #2 - Data Visualization_en.vtt 16.8 KB
010 Project #2 - Train the Model.mp4 33.4 MB
010 Project #2 - Train the Model_en.vtt 9.7 KB
011 Project #2 - Model Evaluation.mp4 57.7 MB
011 Project #2 - Model Evaluation_en.vtt 12.1 KB
012 Project #2 - Retraining Model.mp4 97.4 MB
012 Project #2 - Retraining Model_en.vtt 16.6 KB
001 Logistic Regression Intro.mp4 30.4 MB
001 Logistic Regression Intro_en.vtt 1.9 KB
002 Logistic Regression Intuition.mp4 42.4 MB
002 Logistic Regression Intuition_en.vtt 10.9 KB
003 Confusion Matrix.mp4 58.1 MB
003 Confusion Matrix_en.vtt 15.7 KB
004 Project #2 - Data Import.mp4 23.9 MB
004 Project #2 - Data Import_en.vtt 6.2 KB
005 Project #2 - Visualization.mp4 49.8 MB
005 Project #2 - Visualization_en.vtt 13.6 KB
006 Project #2 - Data Cleaning.mp4 28.5 MB
006 Project #2 - Data Cleaning_en.vtt 7.2 KB
007 Project #2 - Training Testing.mp4 76.2 MB
007 Project #2 - Training Testing_en.vtt 16.3 KB
008 Model Testing Visualization.mp4 65.3 MB
008 Model Testing Visualization_en.vtt 12.9 KB
001 Artificial Neural Networks Intro.mp4 16.2 MB
001 Artificial Neural Networks Intro_en.vtt 1 KB
002 Theory Part 1.mp4 17.3 MB
002 Theory Part 1_en.vtt 7.4 KB
003 Theory Part 2.mp4 13.8 MB
003 Theory Part 2_en.vtt 5 KB
004 Theory Part 3.mp4 26.9 MB
004 Theory Part 3_en.vtt 9.1 KB
005 Theory Part 4.mp4 60 MB
005 Theory Part 4_en.vtt 13.5 KB
006 Theory Part 5.mp4 25.1 MB
006 Theory Part 5_en.vtt 8.7 KB
007 Theory Part 6.mp4 15.6 MB
007 Theory Part 6_en.vtt 7.1 KB
008 Project - Load Dataset.mp4 54.6 MB
008 Project - Load Dataset_en.vtt 13 KB
009 Project - Visualize Dataset.mp4 79.4 MB
009 Project - Visualize Dataset_en.vtt 15.4 KB
010 Scale the Data.mp4 44.2 MB
010 Scale the Data_en.vtt 8.9 KB
011 Train the Model.mp4 75.9 MB
011 Train the Model_en.vtt 18.4 KB
012 Evaluate the Model.mp4 99.7 MB
012 Evaluate the Model_en.vtt 20 KB
013 Multiple Linear regression.mp4 64.3 MB
013 Multiple Linear regression_en.vtt 9.9 KB
014 Model Improvement with more features.mp4 80.4 MB
014 Model Improvement with more features_en.vtt 11.8 KB
001 Ridge and Lasso Intro.mp4 22.5 MB
001 Ridge and Lasso Intro_en.vtt 1.3 KB
002 Ridge Lasso Part 1.mp4 27.7 MB
002 Ridge Lasso Part 1_en.vtt 12.6 KB
003 Ridge Lasso Part 2.mp4 54.6 MB
003 Ridge Lasso Part 2_en.vtt 9.9 KB
004 Ridge Lasso Part 3.mp4 28.9 MB
004 Ridge Lasso Part 3_en.vtt 5.2 KB
005 Ridge and Lasso in Practice.mp4 109.8 MB
005 Ridge and Lasso in Practice_en.vtt 18.6 KB
001 YOUR SPECIAL BONUS.html 1.1 KB

Description

Machine Learning Regression Masterclass in Python

Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras

Created by Dr. Ryan Ahmed, Ph.D., MBA, Mitchell Bouchard, Ligency Team
Last updated 1/2022
English
English [Auto]


For More Udemy Courses Visit: https://gigacourse.com
For More Courses Visit: https://Courseclub.me

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