GigaCourse Com Udemy Machine Learning Regression Masterclass in Python

GigaCourse Com Udemy Machine Learning Regression Masterclass in Python

Name	[GigaCourse.Com] Udemy - Machine Learning Regression Masterclass in Python	DOWNLOAD Copy Link
Total Size	3.7 GB
Total Files	164
Hash	78C293531C5611BEE728EC159F0F6FF5A1F4DF0D

/0. Websites you may like/
[CourseClub.ME].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/01 - INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/
001 Course Welcome Message.mp4	63.4 MB
001 Course Welcome Message_en.vtt	3.7 KB
002 Updates on Udemy Reviews.mp4	3.4 MB
002 Updates on Udemy Reviews_en.vtt	1.5 KB
003 Course Overview.mp4	55.6 MB
003 Course Overview_en.vtt	12.2 KB
004 BONUS Learning Path.html	1.4 KB
005 ML vs. DL vs. AI.mp4	132.1 MB
005 ML vs. DL vs. AI_en.vtt	21.4 KB
006 Get the materials.html	0.3 KB
18576730-ML-Regression-Course-Package.zip	26.6 MB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/02 - ANACONDA AND JUPYTER INSTALLATION/
001 Download and Set up Anaconda.mp4	30.3 MB
001 Download and Set up Anaconda_en.vtt	5.9 KB
002 What is Jupiter Notebook.mp4	16.0 MB
002 What is Jupiter Notebook_en.vtt	4.8 KB
/03 - SIMPLE LINEAR REGRESSION/
001 Intro to Simple Linear Regression.mp4	28.5 MB
001 Intro to Simple Linear Regression_en.vtt	1.8 KB
002 Simple Linear Regression Intuition.mp4	102.6 MB
002 Simple Linear Regression Intuition_en.vtt	16.4 KB
003 Least Squares.mp4	42.0 MB
003 Least Squares_en.vtt	9.5 KB
004 Project #1 - Overview.mp4	85.3 MB
004 Project #1 - Overview_en.vtt	25.2 KB
005 Project #1 - Data Visualization.mp4	31.1 MB
005 Project #1 - Data Visualization_en.vtt	14.2 KB
006 Project #1 - Divide Data into Training and Testing.mp4	37.0 MB
006 Project #1 - Divide Data into Training and Testing_en.vtt	14.5 KB
007 Project #1 - Train Model.mp4	33.5 MB
007 Project #1 - Train Model_en.vtt	10.2 KB
008 Project #1 - Test Model.mp4	120.5 MB
008 Project #1 - Test Model_en.vtt	25.2 KB
009 Project #2 - Overview.mp4	14.0 MB
009 Project #2 - Overview_en.vtt	4.4 KB
010 Project #2 - Solution.mp4	14.0 MB
010 Project #2 - Solution_en.vtt	5.6 KB
011 Project #2 - Visualization.mp4	24.8 MB
011 Project #2 - Visualization_en.vtt	9.5 KB
012 Project #2 - Prepare Training and Testing Data.mp4	16.2 MB
012 Project #2 - Prepare Training and Testing Data_en.vtt	5.8 KB
013 Project #2 - Test Model.mp4	21.4 MB
013 Project #2 - Test Model_en.vtt	6.0 KB
014 Project #2 - Model Testing.mp4	52.7 MB
014 Project #2 - Model Testing_en.vtt	13.7 KB
/04 - REGRESSION KEY PERFORMANCE INDICATORS/
001 Regression Metrics Intro.mp4	7.0 MB
001 Regression Metrics Intro_en.vtt	0.8 KB
002 Regression Metric Part 1.mp4	114.9 MB
002 Regression Metric Part 1_en.vtt	22.1 KB
003 Regression Metric Part 2.mp4	39.0 MB
003 Regression Metric Part 2_en.vtt	12.4 KB
004 Bias Variance Tradeoff.mp4	199.4 MB
004 Bias Variance Tradeoff_en.vtt	29.3 KB
/05 - POLYNOMIAL REGRESSION/
001 Polynomial Regression Intro.mp4	15.5 MB
001 Polynomial Regression Intro_en.vtt	0.9 KB
002 Polynomial Regression - Intuition.mp4	28.9 MB
002 Polynomial Regression - Intuition_en.vtt	13.5 KB
003 Poly Regression - Salary Load Data.mp4	50.5 MB
003 Poly Regression - Salary Load Data_en.vtt	13.7 KB
004 Poly Regression - Visualize Data.mp4	66.7 MB
004 Poly Regression - Visualize Data_en.vtt	12.4 KB
005 Poly Regression - Linear Trainingtesting.mp4	54.3 MB
005 Poly Regression - Linear Trainingtesting_en.vtt	14.2 KB
006 Poly Regression - Poly Part 1.mp4	36.9 MB
006 Poly Regression - Poly Part 1_en.vtt	9.7 KB
007 Poly Regression - Poly Part 2.mp4	24.3 MB
007 Poly Regression - Poly Part 2_en.vtt	6.3 KB
008 Poly Regression Project 2 Overview.mp4	21.9 MB
008 Poly Regression Project 2 Overview_en.vtt	5.1 KB
009 Poly Regression - Economies Linear -1.mp4	33.2 MB
009 Poly Regression - Economies Linear -1_en.vtt	7.9 KB
010 Poly Regression - Economies Linear -2.mp4	38.7 MB
010 Poly Regression - Economies Linear -2_en.vtt	9.9 KB
011 Poly Regression - Economies Poly.mp4	42.6 MB
011 Poly Regression - Economies Poly_en.vtt	10.4 KB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/06 - MULTIPLE LINEAR REGRESSION/
001 Multiple Linear Regression Intro.mp4	20.8 MB
001 Multiple Linear Regression Intro_en.vtt	1.3 KB
002 Multiple Linear Regression Overview.mp4	10.0 MB
002 Multiple Linear Regression Overview_en.vtt	4.1 KB
003 Project #1 - Load Data and Libraries.mp4	38.1 MB
003 Project #1 - Load Data and Libraries_en.vtt	9.8 KB
004 Project #1 - Data Visualization.mp4	37.0 MB
004 Project #1 - Data Visualization_en.vtt	13.0 KB
005 Project #1 - Model Training and Evaluation.mp4	105.2 MB
005 Project #1 - Model Training and Evaluation_en.vtt	25.6 KB
006 Project #1 - Model Results Evaluation.mp4	90.1 MB
006 Project #1 - Model Results Evaluation_en.vtt	21.1 KB
007 Project #2 - Overview.mp4	22.7 MB
007 Project #2 - Overview_en.vtt	4.2 KB
008 Project #2 - Load Data.mp4	46.6 MB
008 Project #2 - Load Data_en.vtt	10.3 KB
009 Project #2 - Data Visualization.mp4	77.1 MB
009 Project #2 - Data Visualization_en.vtt	17.2 KB
010 Project #2 - Train the Model.mp4	35.0 MB
010 Project #2 - Train the Model_en.vtt	9.9 KB
011 Project #2 - Model Evaluation.mp4	60.5 MB
011 Project #2 - Model Evaluation_en.vtt	12.4 KB
012 Project #2 - Retraining Model.mp4	102.2 MB
012 Project #2 - Retraining Model_en.vtt	17.0 KB
/07 - LOGISTIC REGRESSION/
001 Logistic Regression Intro.mp4	31.9 MB
001 Logistic Regression Intro_en.vtt	1.9 KB
002 Logistic Regression Intuition.mp4	44.4 MB
002 Logistic Regression Intuition_en.vtt	11.2 KB
003 Confusion Matrix.mp4	60.9 MB
003 Confusion Matrix_en.vtt	16.0 KB
004 Project #2 - Data Import.mp4	25.0 MB
004 Project #2 - Data Import_en.vtt	6.4 KB
005 Project #2 - Visualization.mp4	52.2 MB
005 Project #2 - Visualization_en.vtt	13.9 KB
006 Project #2 - Data Cleaning.mp4	29.8 MB
006 Project #2 - Data Cleaning_en.vtt	7.3 KB
007 Project #2 - Training Testing.mp4	79.9 MB
007 Project #2 - Training Testing_en.vtt	16.7 KB
008 Model Testing Visualization.mp4	68.5 MB
008 Model Testing Visualization_en.vtt	13.2 KB
/08 - APPLY ARTIFICIAL NEURAL NETWORKS TO PERFORM REGRESSION TASKS/
001 Artificial Neural Networks Intro.mp4	17.0 MB
001 Artificial Neural Networks Intro_en.vtt	1.0 KB
002 Theory Part 1.mp4	18.1 MB
002 Theory Part 1_en.vtt	7.6 KB
003 Theory Part 2.mp4	14.5 MB
003 Theory Part 2_en.vtt	5.1 KB
004 Theory Part 3.mp4	28.2 MB
004 Theory Part 3_en.vtt	9.3 KB
005 Theory Part 4.mp4	62.9 MB
005 Theory Part 4_en.vtt	13.9 KB
006 Theory Part 5.mp4	26.4 MB
006 Theory Part 5_en.vtt	8.9 KB
007 Theory Part 6.mp4	16.3 MB
007 Theory Part 6_en.vtt	7.3 KB
008 Project - Load Dataset.mp4	57.3 MB
008 Project - Load Dataset_en.vtt	13.3 KB
009 Project - Visualize Dataset.mp4	83.3 MB
009 Project - Visualize Dataset_en.vtt	15.7 KB
010 Scale the Data.mp4	46.4 MB
010 Scale the Data_en.vtt	9.1 KB
011 Train the Model.mp4	79.6 MB
011 Train the Model_en.vtt	18.9 KB
012 Evaluate the Model.mp4	104.5 MB
012 Evaluate the Model_en.vtt	20.5 KB
013 Multiple Linear regression.mp4	67.4 MB
013 Multiple Linear regression_en.vtt	10.1 KB
014 Model Improvement with more features.mp4	84.3 MB
014 Model Improvement with more features_en.vtt	12.1 KB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/09 - LASSO AND RIDGE REGRESSION/
001 Ridge and Lasso Intro.mp4	23.6 MB
001 Ridge and Lasso Intro_en.vtt	1.3 KB
002 Ridge Lasso Part 1.mp4	29.0 MB
002 Ridge Lasso Part 1_en.vtt	12.9 KB
003 Ridge Lasso Part 2.mp4	57.3 MB
003 Ridge Lasso Part 2_en.vtt	10.1 KB
004 Ridge Lasso Part 3.mp4	30.3 MB
004 Ridge Lasso Part 3_en.vtt	5.3 KB
005 Ridge and Lasso in Practice.mp4	115.1 MB
005 Ridge and Lasso in Practice_en.vtt	19.0 KB
/10 - Bonus Lectures/
001 YOUR SPECIAL BONUS.html	1.2 KB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
Total files 164