GigaCourse Com Udemy Machine Learning AI Python ChatGPT Bonus 2023

GigaCourse Com Udemy Machine Learning AI Python ChatGPT Bonus 2023

Name	[GigaCourse.Com] Udemy - Machine Learning A-Z™ AI, Python & R + ChatGPT Bonus [2023]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	11.3 GB
Total Files	748
Last Seen	2025-08-05 23:56
Hash	7319748660D34DACAA0DBBDEF0D0E63962864FDA

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/01 - Welcome to the course! Here we will help you get started in the best conditions/
001 Welcome Challenge!.html	3.1 KB
002 Machine Learning Demo - Get Excited!.mp4	53.2 MB
002 Machine Learning Demo - Get Excited!_en.srt	9.3 KB
003 Get all the Datasets, Codes and Slides here.html	0.4 KB
004 How to use the ML A-Z folder & Google Colab.mp4	26.9 MB
004 How to use the ML A-Z folder & Google Colab_en.srt	12.0 KB
005 Installing R and R Studio (Mac, Linux & Windows).mp4	35.2 MB
005 Installing R and R Studio (Mac, Linux & Windows)_en.srt	10.7 KB
006 BONUS Use ChatGPT to Boost your ML Skills.html	1.0 KB
/02 - -------------------- Part 1 Data Preprocessing --------------------/
001 Welcome to Part 1 - Data Preprocessing.html	0.5 KB
002 The Machine Learning process.mp4	8.4 MB
002 The Machine Learning process_en.srt	3.1 KB
003 Splitting the data into a Training and Test set.mp4	5.6 MB
003 Splitting the data into a Training and Test set_en.srt	3.6 KB
004 Feature Scaling.mp4	14.7 MB
004 Feature Scaling_en.srt	12.2 KB
/03 - Data Preprocessing in Python/
001 Getting Started - Step 1.mp4	11.3 MB
001 Getting Started - Step 1_en.srt	10.9 KB
002 Getting Started - Step 2.mp4	36.8 MB
002 Getting Started - Step 2_en.srt	10.2 KB
003 Importing the Libraries.mp4	7.8 MB
003 Importing the Libraries_en.srt	7.2 KB
004 Importing the Dataset - Step 1.mp4	13.2 MB
004 Importing the Dataset - Step 1_en.srt	10.5 KB
005 Importing the Dataset - Step 2.mp4	10.3 MB
005 Importing the Dataset - Step 2_en.srt	8.7 KB
006 Importing the Dataset - Step 3.mp4	14.6 MB
006 Importing the Dataset - Step 3_en.srt	11.3 KB
007 For Python learners, summary of Object-oriented programming classes & objects.html	1.5 KB
008 Taking care of Missing Data - Step 1.mp4	16.9 MB
008 Taking care of Missing Data - Step 1_en.srt	13.6 KB
009 Taking care of Missing Data - Step 2.mp4	30.9 MB
009 Taking care of Missing Data - Step 2_en.srt	10.7 KB
010 Encoding Categorical Data - Step 1.mp4	14.1 MB
010 Encoding Categorical Data - Step 1_en.srt	7.8 KB
011 Encoding Categorical Data - Step 2.mp4	20.7 MB
011 Encoding Categorical Data - Step 2_en.srt	11.0 KB
012 Encoding Categorical Data - Step 3.mp4	14.8 MB
012 Encoding Categorical Data - Step 3_en.srt	8.3 KB
013 Splitting the dataset into the Training set and Test set - Step 1.mp4	10.8 MB
013 Splitting the dataset into the Training set and Test set - Step 1_en.srt	7.2 KB
014 Splitting the dataset into the Training set and Test set - Step 2.mp4	14.3 MB
014 Splitting the dataset into the Training set and Test set - Step 2_en.srt	10.8 KB
015 Splitting the dataset into the Training set and Test set - Step 3.mp4	12.2 MB
015 Splitting the dataset into the Training set and Test set - Step 3_en.srt	6.9 KB
016 Feature Scaling - Step 1.mp4	13.7 MB
016 Feature Scaling - Step 1_en.srt	11.1 KB
017 Feature Scaling - Step 2.mp4	12.3 MB
017 Feature Scaling - Step 2_en.srt	8.9 KB
018 Feature Scaling - Step 3.mp4	11.8 MB
018 Feature Scaling - Step 3_en.srt	7.3 KB
019 Feature Scaling - Step 4.mp4	17.7 MB
019 Feature Scaling - Step 4_en.srt	11.4 KB
/04 - Data Preprocessing in R/
001 Getting Started.mp4	4.3 MB
001 Getting Started_en.srt	3.1 KB
002 Dataset Description.mp4	6.7 MB
002 Dataset Description_en.srt	3.9 KB
003 Importing the Dataset.mp4	7.2 MB
003 Importing the Dataset_en.srt	5.0 KB
004 Taking care of Missing Data.mp4	22.5 MB
004 Taking care of Missing Data_en.srt	10.9 KB
005 Encoding Categorical Data.mp4	67.0 MB
005 Encoding Categorical Data_en.srt	10.5 KB
006 Splitting the dataset into the Training set and Test set - Step 1.mp4	17.4 MB
006 Splitting the dataset into the Training set and Test set - Step 1_en.srt	9.5 KB
007 Splitting the dataset into the Training set and Test set - Step 2.mp4	20.6 MB
007 Splitting the dataset into the Training set and Test set - Step 2_en.srt	9.2 KB
008 Feature Scaling - Step 1.mp4	23.9 MB
008 Feature Scaling - Step 1_en.srt	7.9 KB
009 Feature Scaling - Step 2.mp4	38.1 MB
009 Feature Scaling - Step 2_en.srt	8.3 KB
010 Data Preprocessing Template.mp4	23.7 MB
010 Data Preprocessing Template_en.srt	11.1 KB
/05 - -------------------- Part 2 Regression --------------------/
001 Welcome to Part 2 - Regression.html	0.8 KB
/06 - Simple Linear Regression/
001 Simple Linear Regression Intuition.mp4	5.2 MB
001 Simple Linear Regression Intuition_en.srt	4.2 KB
002 Ordinary Least Squares.mp4	13.3 MB
002 Ordinary Least Squares_en.srt	5.9 KB
003 Simple Linear Regression in Python - Step 1a.mp4	9.1 MB
003 Simple Linear Regression in Python - Step 1a_en.srt	11.5 KB
004 Simple Linear Regression in Python - Step 1b.mp4	15.2 MB
004 Simple Linear Regression in Python - Step 1b_en.srt	11.5 KB
005 Simple Linear Regression in Python - Step 2a.mp4	8.9 MB
005 Simple Linear Regression in Python - Step 2a_en.srt	7.4 KB
006 Simple Linear Regression in Python - Step 2b.mp4	11.4 MB
006 Simple Linear Regression in Python - Step 2b_en.srt	8.2 KB
007 Simple Linear Regression in Python - Step 3.mp4	22.0 MB
007 Simple Linear Regression in Python - Step 3_en.srt	9.1 KB
008 Simple Linear Regression in Python - Step 4a.mp4	18.5 MB
008 Simple Linear Regression in Python - Step 4a_en.srt	10.9 KB
009 Simple Linear Regression in Python - Step 4b.mp4	20.3 MB
009 Simple Linear Regression in Python - Step 4b_en.srt	11.4 KB
010 Simple Linear Regression in Python - Additional Lecture.html	1.1 KB
011 Simple Linear Regression in R - Step 1.mp4	11.9 MB
011 Simple Linear Regression in R - Step 1_en.srt	7.6 KB
012 Simple Linear Regression in R - Step 2.mp4	20.0 MB
012 Simple Linear Regression in R - Step 2_en.srt	8.8 KB
013 Simple Linear Regression in R - Step 3.mp4	15.3 MB
013 Simple Linear Regression in R - Step 3_en.srt	5.4 KB
014 Simple Linear Regression in R - Step 4a.mp4	30.4 MB
014 Simple Linear Regression in R - Step 4a_en.srt	10.1 KB
015 Simple Linear Regression in R - Step 4b.mp4	21.7 MB
015 Simple Linear Regression in R - Step 4b_en.srt	9.6 KB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/07 - Multiple Linear Regression/
001 Dataset + Business Problem Description.mp4	14.8 MB
001 Dataset + Business Problem Description_en.srt	5.6 KB
002 Multiple Linear Regression Intuition.mp4	8.8 MB
002 Multiple Linear Regression Intuition_en.srt	4.6 KB
003 Assumptions of Linear Regression.mp4	25.8 MB
003 Assumptions of Linear Regression_en.srt	9.0 KB
003 Download-the-PDF.url	0.1 KB
004 Multiple Linear Regression Intuition - Step 3.mp4	19.9 MB
004 Multiple Linear Regression Intuition - Step 3_en.srt	10.6 KB
005 Multiple Linear Regression Intuition - Step 4.mp4	17.3 MB
005 Multiple Linear Regression Intuition - Step 4_en.srt	3.5 KB
006 Understanding the P-Value.mp4	24.3 MB
006 Understanding the P-Value_en.srt	22.5 KB
007 Multiple Linear Regression Intuition - Step 5.mp4	35.0 MB
007 Multiple Linear Regression Intuition - Step 5_en.srt	23.2 KB
008 Multiple Linear Regression in Python - Step 1a.mp4	19.8 MB
008 Multiple Linear Regression in Python - Step 1a_en.srt	11.1 KB
009 Multiple Linear Regression in Python - Step 1b.mp4	12.9 MB
009 Multiple Linear Regression in Python - Step 1b_en.srt	4.9 KB
010 Multiple Linear Regression in Python - Step 2a.mp4	29.9 MB
010 Multiple Linear Regression in Python - Step 2a_en.srt	8.9 KB
011 Multiple Linear Regression in Python - Step 2b.mp4	39.9 MB
011 Multiple Linear Regression in Python - Step 2b_en.srt	10.5 KB
012 Multiple Linear Regression in Python - Step 3a.mp4	15.5 MB
012 Multiple Linear Regression in Python - Step 3a_en.srt	11.5 KB
013 Multiple Linear Regression in Python - Step 3b.mp4	15.4 MB
013 Multiple Linear Regression in Python - Step 3b_en.srt	8.9 KB
014 Multiple Linear Regression in Python - Step 4a.mp4	40.9 MB
014 Multiple Linear Regression in Python - Step 4a_en.srt	11.0 KB
015 Multiple Linear Regression in Python - Step 4b.mp4	14.9 MB
015 Multiple Linear Regression in Python - Step 4b_en.srt	9.8 KB
016 Multiple Linear Regression in Python - Backward Elimination.html	3.6 KB
017 Multiple Linear Regression in Python - EXTRA CONTENT.html	1.2 KB
018 Multiple Linear Regression in R - Step 1a.mp4	11.1 MB
018 Multiple Linear Regression in R - Step 1a_en.srt	6.9 KB
019 Multiple Linear Regression in R - Step 1b.mp4	15.4 MB
019 Multiple Linear Regression in R - Step 1b_en.srt	6.5 KB
020 Multiple Linear Regression in R - Step 2a.mp4	28.0 MB
020 Multiple Linear Regression in R - Step 2a_en.srt	9.8 KB
021 Multiple Linear Regression in R - Step 2b.mp4	18.6 MB
021 Multiple Linear Regression in R - Step 2b_en.srt	7.9 KB
022 Multiple Linear Regression in R - Step 3.mp4	15.0 MB
022 Multiple Linear Regression in R - Step 3_en.srt	6.9 KB
023 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !.mp4	67.7 MB
023 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !_en.srt	27.1 KB
024 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4	34.0 MB
024 Multiple Linear Regression in R - Backward Elimination - Homework Solution_en.srt	11.7 KB
025 Multiple Linear Regression in R - Automatic Backward Elimination.html	0.8 KB
external-links.txt	0.1 KB
/08 - Polynomial Regression/
001 Polynomial Regression Intuition.mp4	9.0 MB
001 Polynomial Regression Intuition_en.srt	7.7 KB
002 Polynomial Regression in Python - Step 1a.mp4	7.8 MB
002 Polynomial Regression in Python - Step 1a_en.srt	8.6 KB
003 Polynomial Regression in Python - Step 1b.mp4	20.7 MB
003 Polynomial Regression in Python - Step 1b_en.srt	11.6 KB
004 Polynomial Regression in Python - Step 2a.mp4	17.3 MB
004 Polynomial Regression in Python - Step 2a_en.srt	11.7 KB
005 Polynomial Regression in Python - Step 2b.mp4	18.8 MB
005 Polynomial Regression in Python - Step 2b_en.srt	10.9 KB
006 Polynomial Regression in Python - Step 3a.mp4	20.7 MB
006 Polynomial Regression in Python - Step 3a_en.srt	11.2 KB
007 Polynomial Regression in Python - Step 3b.mp4	19.2 MB
007 Polynomial Regression in Python - Step 3b_en.srt	10.7 KB
008 Polynomial Regression in Python - Step 4a.mp4	11.7 MB
008 Polynomial Regression in Python - Step 4a_en.srt	7.1 KB
009 Polynomial Regression in Python - Step 4b.mp4	9.5 MB
009 Polynomial Regression in Python - Step 4b_en.srt	6.9 KB
010 Polynomial Regression in R - Step 1a.mp4	17.7 MB
010 Polynomial Regression in R - Step 1a_en.srt	7.0 KB
011 Polynomial Regression in R - Step 1b.mp4	14.4 MB
011 Polynomial Regression in R - Step 1b_en.srt	6.9 KB
012 Polynomial Regression in R - Step 2a.mp4	15.2 MB
012 Polynomial Regression in R - Step 2a_en.srt	8.7 KB
013 Polynomial Regression in R - Step 2b.mp4	25.0 MB
013 Polynomial Regression in R - Step 2b_en.srt	9.0 KB
014 Polynomial Regression in R - Step 3a.mp4	21.7 MB
014 Polynomial Regression in R - Step 3a_en.srt	9.1 KB
015 Polynomial Regression in R - Step 3b.mp4	20.5 MB
015 Polynomial Regression in R - Step 3b_en.srt	10.2 KB
016 Polynomial Regression in R - Step 3c.mp4	17.0 MB
016 Polynomial Regression in R - Step 3c_en.srt	10.6 KB
017 Polynomial Regression in R - Step 4a.mp4	15.7 MB
017 Polynomial Regression in R - Step 4a_en.srt	6.9 KB
018 Polynomial Regression in R - Step 4b.mp4	14.9 MB
018 Polynomial Regression in R - Step 4b_en.srt	7.7 KB
019 R Regression Template - Step 1.mp4	21.6 MB
019 R Regression Template - Step 1_en.srt	11.3 KB
020 R Regression Template - Step 2.mp4	14.2 MB
020 R Regression Template - Step 2_en.srt	9.9 KB
/09 - Support Vector Regression (SVR)/
001 SVR Intuition (Updated!).mp4	38.6 MB
001 SVR Intuition (Updated!)_en.srt	15.1 KB
002 Heads-up on non-linear SVR.mp4	20.7 MB
002 Heads-up on non-linear SVR_en.srt	7.5 KB
003 SVR in Python - Step 1a.mp4	12.6 MB
003 SVR in Python - Step 1a_en.srt	10.9 KB
004 SVR in Python - Step 1b.mp4	10.0 MB
004 SVR in Python - Step 1b_en.srt	7.2 KB
005 SVR in Python - Step 2a.mp4	18.0 MB
005 SVR in Python - Step 2a_en.srt	10.4 KB
006 SVR in Python - Step 2b.mp4	15.7 MB
006 SVR in Python - Step 2b_en.srt	8.8 KB
007 SVR in Python - Step 2c.mp4	9.0 MB
007 SVR in Python - Step 2c_en.srt	6.0 KB
008 SVR in Python - Step 3.mp4	28.2 MB
008 SVR in Python - Step 3_en.srt	12.7 KB
009 SVR in Python - Step 4.mp4	11.4 MB
009 SVR in Python - Step 4_en.srt	6.9 KB
010 SVR in Python - Step 5a.mp4	12.0 MB
010 SVR in Python - Step 5a_en.srt	6.8 KB
011 SVR in Python - Step 5b.mp4	25.9 MB
011 SVR in Python - Step 5b_en.srt	7.1 KB
012 SVR in R - Step 1.mp4	18.1 MB
012 SVR in R - Step 1_en.srt	10.6 KB
013 SVR in R - Step 2.mp4	14.1 MB
013 SVR in R - Step 2_en.srt	9.7 KB
/10 - Decision Tree Regression/
001 Decision Tree Regression Intuition.mp4	24.4 MB
001 Decision Tree Regression Intuition_en.srt	16.8 KB
002 Decision Tree Regression in Python - Step 1a.mp4	9.8 MB
002 Decision Tree Regression in Python - Step 1a_en.srt	8.8 KB
003 Decision Tree Regression in Python - Step 1b.mp4	11.6 MB
003 Decision Tree Regression in Python - Step 1b_en.srt	7.5 KB
004 Decision Tree Regression in Python - Step 2.mp4	12.7 MB
004 Decision Tree Regression in Python - Step 2_en.srt	10.0 KB
005 Decision Tree Regression in Python - Step 3.mp4	8.8 MB
005 Decision Tree Regression in Python - Step 3_en.srt	6.3 KB
006 Decision Tree Regression in Python - Step 4.mp4	12.2 MB
006 Decision Tree Regression in Python - Step 4_en.srt	9.2 KB
007 Decision Tree Regression in R - Step 1.mp4	17.5 MB
007 Decision Tree Regression in R - Step 1_en.srt	9.5 KB
008 Decision Tree Regression in R - Step 2.mp4	67.5 MB
008 Decision Tree Regression in R - Step 2_en.srt	10.6 KB
009 Decision Tree Regression in R - Step 3.mp4	10.8 MB
009 Decision Tree Regression in R - Step 3_en.srt	9.6 KB
010 Decision Tree Regression in R - Step 4.mp4	12.2 MB
010 Decision Tree Regression in R - Step 4_en.srt	6.9 KB
/11 - Random Forest Regression/
001 Random Forest Regression Intuition.mp4	37.5 MB
001 Random Forest Regression Intuition_en.srt	10.1 KB
002 Random Forest Regression in Python - Step 1.mp4	18.3 MB
002 Random Forest Regression in Python - Step 1_en.srt	11.3 KB
003 Random Forest Regression in Python - Step 2.mp4	30.6 MB
003 Random Forest Regression in Python - Step 2_en.srt	11.0 KB
004 Random Forest Regression in R - Step 1.mp4	21.1 MB
004 Random Forest Regression in R - Step 1_en.srt	11.3 KB
005 Random Forest Regression in R - Step 2.mp4	22.7 MB
005 Random Forest Regression in R - Step 2_en.srt	11.7 KB
006 Random Forest Regression in R - Step 3.mp4	17.5 MB
006 Random Forest Regression in R - Step 3_en.srt	10.8 KB
/12 - Evaluating Regression Models Performance/
001 R-Squared Intuition.mp4	17.3 MB
001 R-Squared Intuition_en.srt	8.3 KB
002 Adjusted R-Squared Intuition.mp4	12.1 MB
002 Adjusted R-Squared Intuition_en.srt	9.3 KB
/13 - Regression Model Selection in Python/
001 Machine-Learning-A-Z-Model-Selection.zip	165.8 KB
001 Make sure you have this Model Selection folder ready.html	1.0 KB
002 Preparation of the Regression Code Templates - Step 1.mp4	10.9 MB
002 Preparation of the Regression Code Templates - Step 1_en.srt	8.7 KB
003 Preparation of the Regression Code Templates - Step 2.mp4	23.0 MB
003 Preparation of the Regression Code Templates - Step 2_en.srt	11.2 KB
004 Preparation of the Regression Code Templates - Step 3.mp4	14.4 MB
004 Preparation of the Regression Code Templates - Step 3_en.srt	8.2 KB
005 Preparation of the Regression Code Templates - Step 4.mp4	26.1 MB
005 Preparation of the Regression Code Templates - Step 4_en.srt	7.7 KB
006 THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION! - STEP 1.mp4	23.9 MB
006 THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION! - STEP 1_en.srt	8.5 KB
007 THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION! - STEP 2.mp4	30.2 MB
007 THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION! - STEP 2_en.srt	7.9 KB
008 Conclusion of Part 2 - Regression.html	1.8 KB
008 Regression-Bonus.zip	373.2 KB
/14 - Regression Model Selection in R/
001 Evaluating Regression Models Performance - Homework's Final Part.mp4	29.1 MB
001 Evaluating Regression Models Performance - Homework's Final Part_en.srt	12.7 KB
002 Interpreting Linear Regression Coefficients.mp4	55.2 MB
002 Interpreting Linear Regression Coefficients_en.srt	13.2 KB
003 Conclusion of Part 2 - Regression.html	1.8 KB
003 Regression-Bonus.zip	373.2 KB
/15 - -------------------- Part 3 Classification --------------------/
001 Welcome to Part 3 - Classification.html	0.9 KB
/16 - Logistic Regression/
001 What is Classification.mp4	5.9 MB
001 What is Classification_en.srt	4.7 KB
002 Logistic Regression Intuition.mp4	26.0 MB
002 Logistic Regression Intuition_en.srt	8.9 KB
003 Maximum Likelihood.mp4	7.5 MB
003 Maximum Likelihood_en.srt	6.9 KB
004 Logistic Regression in Python - Step 1a.mp4	12.5 MB
004 Logistic Regression in Python - Step 1a_en.srt	10.4 KB
005 Logistic Regression in Python - Step 1b.mp4	9.7 MB
005 Logistic Regression in Python - Step 1b_en.srt	8.2 KB
006 Logistic Regression in Python - Step 2a.mp4	30.5 MB
006 Logistic Regression in Python - Step 2a_en.srt	10.7 KB
007 Logistic Regression in Python - Step 2b.mp4	34.4 MB
007 Logistic Regression in Python - Step 2b_en.srt	10.9 KB
008 Logistic Regression in Python - Step 3a.mp4	21.4 MB
008 Logistic Regression in Python - Step 3a_en.srt	7.3 KB
009 Logistic Regression in Python - Step 3b.mp4	8.1 MB
009 Logistic Regression in Python - Step 3b_en.srt	6.0 KB
010 Logistic Regression in Python - Step 4a.mp4	18.7 MB
010 Logistic Regression in Python - Step 4a_en.srt	10.4 KB
011 Logistic Regression in Python - Step 4b.mp4	4.7 MB
011 Logistic Regression in Python - Step 4b_en.srt	3.8 KB
012 Logistic Regression in Python - Step 5.mp4	19.1 MB
012 Logistic Regression in Python - Step 5_en.srt	11.2 KB
013 Logistic Regression in Python - Step 6a.mp4	14.4 MB
013 Logistic Regression in Python - Step 6a_en.srt	11.3 KB
014 Logistic Regression in Python - Step 6b.mp4	12.7 MB
014 Logistic Regression in Python - Step 6b_en.srt	6.2 KB
015 Logistic Regression in Python - Step 7a.mp4	21.5 MB
015 Logistic Regression in Python - Step 7a_en.srt	10.3 KB
016 Logistic Regression in Python - Step 7b.mp4	25.2 MB
016 Logistic Regression in Python - Step 7b_en.srt	7.0 KB
017 Logistic Regression in Python - Step 7c.mp4	21.1 MB
017 Logistic Regression in Python - Step 7c_en.srt	5.9 KB
018 Logistic Regression in Python - Step 7 (Colour-blind friendly image).html	0.7 KB
019 Logistic Regression in R - Step 1.mp4	20.2 MB
019 Logistic Regression in R - Step 1_en.srt	8.8 KB
020 Logistic Regression in R - Step 2.mp4	13.5 MB
020 Logistic Regression in R - Step 2_en.srt	4.3 KB
021 Logistic Regression in R - Step 3.mp4	28.3 MB
021 Logistic Regression in R - Step 3_en.srt	7.3 KB
022 Logistic Regression in R - Step 4.mp4	34.2 MB
022 Logistic Regression in R - Step 4_en.srt	3.9 KB
023 Warning - Update.html	1.9 KB
024 Logistic Regression in R - Step 5a.mp4	30.0 MB
024 Logistic Regression in R - Step 5a_en.srt	10.7 KB
025 Logistic Regression in R - Step 5b.mp4	25.9 MB
025 Logistic Regression in R - Step 5b_en.srt	11.3 KB
026 Logistic Regression in R - Step 5c.mp4	39.2 MB
026 Logistic Regression in R - Step 5c_en.srt	9.1 KB
027 Logistic Regression in R - Step 5 (Colour-blind friendly image).html	0.7 KB
028 R Classification Template.mp4	26.7 MB
028 R Classification Template_en.srt	11.3 KB
029 Machine Learning Regression and Classification BONUS.html	0.8 KB
030 EXTRA CONTENT Logistic Regression Practical Case Study.html	0.6 KB
/17 - K-Nearest Neighbors (K-NN)/
001 K-Nearest Neighbor Intuition.mp4	11.0 MB
001 K-Nearest Neighbor Intuition_en.srt	7.9 KB
002 K-NN in Python - Step 1.mp4	36.7 MB
002 K-NN in Python - Step 1_en.srt	11.0 KB
003 K-NN in Python - Step 2.mp4	35.2 MB
003 K-NN in Python - Step 2_en.srt	12.6 KB
004 K-NN in Python - Step 3.mp4	36.0 MB
004 K-NN in Python - Step 3_en.srt	11.4 KB
005 K-NN in R - Step 1.mp4	42.5 MB
005 K-NN in R - Step 1_en.srt	10.6 KB
006 K-NN in R - Step 2.mp4	18.7 MB
006 K-NN in R - Step 2_en.srt	8.5 KB
007 K-NN in R - Step 3.mp4	37.5 MB
007 K-NN in R - Step 3_en.srt	8.4 KB
/18 - Support Vector Machine (SVM)/
001 SVM Intuition.mp4	21.1 MB
001 SVM Intuition_en.srt	15.5 KB
002 SVM in Python - Step 1.mp4	54.0 MB
002 SVM in Python - Step 1_en.srt	11.1 KB
003 SVM in Python - Step 2.mp4	39.5 MB
003 SVM in Python - Step 2_en.srt	11.6 KB
004 SVM in Python - Step 3.mp4	12.3 MB
004 SVM in Python - Step 3_en.srt	6.0 KB
005 SVM in R - Step 1.mp4	54.4 MB
005 SVM in R - Step 1_en.srt	9.8 KB
005 SVM.zip	8.5 KB
006 SVM in R - Step 2.mp4	44.7 MB
006 SVM in R - Step 2_en.srt	10.5 KB
/19 - Kernel SVM/
001 Kernel SVM Intuition.mp4	7.2 MB
001 Kernel SVM Intuition_en.srt	5.9 KB
002 Mapping to a higher dimension.mp4	33.4 MB
002 Mapping to a higher dimension_en.srt	14.9 KB
003 The Kernel Trick.mp4	35.2 MB
003 The Kernel Trick_en.srt	20.8 KB
004 Types of Kernel Functions.mp4	11.0 MB
004 Types of Kernel Functions_en.srt	6.8 KB
005 Non-Linear Kernel SVR (Advanced).mp4	28.8 MB
005 Non-Linear Kernel SVR (Advanced)_en.srt	21.0 KB
006 Kernel SVM in Python - Step 1.mp4	38.7 MB
006 Kernel SVM in Python - Step 1_en.srt	11.0 KB
007 Kernel SVM in Python - Step 2.mp4	37.2 MB
007 Kernel SVM in Python - Step 2_en.srt	12.0 KB
008 Kernel SVM in R - Step 1.mp4	58.0 MB
008 Kernel SVM in R - Step 1_en.srt	10.6 KB
009 Kernel SVM in R - Step 2.mp4	19.7 MB
009 Kernel SVM in R - Step 2_en.srt	9.8 KB
010 Kernel SVM in R - Step 3.mp4	39.2 MB
010 Kernel SVM in R - Step 3_en.srt	9.6 KB
/20 - Naive Bayes/
001 Bayes Theorem.mp4	152.7 MB
001 Bayes Theorem_en.srt	33.9 KB
002 Naive Bayes Intuition.mp4	60.2 MB
002 Naive Bayes Intuition_en.srt	23.0 KB
003 Naive Bayes Intuition (Challenge Reveal).mp4	12.4 MB
003 Naive Bayes Intuition (Challenge Reveal)_en.srt	9.4 KB
004 Naive Bayes Intuition (Extras).mp4	16.9 MB
004 Naive Bayes Intuition (Extras)_en.srt	15.7 KB
005 Naive Bayes in Python - Step 1.mp4	55.1 MB
005 Naive Bayes in Python - Step 1_en.srt	10.9 KB
006 Naive Bayes in Python - Step 2.mp4	44.1 MB
006 Naive Bayes in Python - Step 2_en.srt	10.8 KB
007 Naive Bayes in Python - Step 3.mp4	7.0 MB
007 Naive Bayes in Python - Step 3_en.srt	3.2 KB
008 Naive Bayes in R - Step 1.mp4	19.2 MB
008 Naive Bayes in R - Step 1_en.srt	8.3 KB
009 Naive Bayes in R - Step 2.mp4	23.8 MB
009 Naive Bayes in R - Step 2_en.srt	8.3 KB
010 Naive Bayes in R - Step 3.mp4	28.5 MB
010 Naive Bayes in R - Step 3_en.srt	6.5 KB
/21 - Decision Tree Classification/
001 Decision Tree Classification Intuition.mp4	18.6 MB
001 Decision Tree Classification Intuition_en.srt	12.7 KB
002 Decision Tree Classification in Python - Step 1.mp4	39.7 MB
002 Decision Tree Classification in Python - Step 1_en.srt	11.5 KB
003 Decision Tree Classification in Python - Step 2.mp4	35.3 MB
003 Decision Tree Classification in Python - Step 2_en.srt	12.2 KB
004 Decision Tree Classification in R - Step 1.mp4	60.6 MB
004 Decision Tree Classification in R - Step 1_en.srt	10.7 KB
005 Decision Tree Classification in R - Step 2.mp4	44.9 MB
005 Decision Tree Classification in R - Step 2_en.srt	10.4 KB
006 Decision Tree Classification in R - Step 3.mp4	22.8 MB
006 Decision Tree Classification in R - Step 3_en.srt	9.4 KB
/22 - Random Forest Classification/
001 Random Forest Classification Intuition.mp4	43.6 MB
001 Random Forest Classification Intuition_en.srt	7.0 KB
002 Random Forest Classification in Python - Step 1.mp4	36.6 MB
002 Random Forest Classification in Python - Step 1_en.srt	10.9 KB
003 Random Forest Classification in Python - Step 2.mp4	34.4 MB
003 Random Forest Classification in Python - Step 2_en.srt	11.9 KB
004 Random Forest Classification in R - Step 1.mp4	25.2 MB
004 Random Forest Classification in R - Step 1_en.srt	11.8 KB
005 Random Forest Classification in R - Step 2.mp4	40.9 MB
005 Random Forest Classification in R - Step 2_en.srt	11.2 KB
006 Random Forest Classification in R - Step 3.mp4	46.1 MB
006 Random Forest Classification in R - Step 3_en.srt	11.0 KB
/23 - Classification Model Selection in Python/
001 Machine-Learning-A-Z-Model-Selection.zip	163.9 KB
001 Make sure you have this Model Selection folder ready.html	1.0 KB
002 Confusion Matrix & Accuracy Ratios.mp4	30.1 MB
002 Confusion Matrix & Accuracy Ratios_en.srt	8.6 KB
003 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 1.mp4	22.1 MB
003 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 1_en.srt	12.0 KB
004 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 2.mp4	34.6 MB
004 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 2_en.srt	11.7 KB
005 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 3.mp4	22.7 MB
005 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 3_en.srt	11.2 KB
006 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 4.mp4	8.5 MB
006 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 4_en.srt	5.8 KB
/24 - Evaluating Classification Models Performance/
001 False Positives & False Negatives.mp4	20.6 MB
001 False Positives & False Negatives_en.srt	11.2 KB
002 Accuracy Paradox.mp4	4.4 MB
002 Accuracy Paradox_en.srt	3.2 KB
003 CAP Curve.mp4	19.9 MB
003 CAP Curve_en.srt	16.0 KB
004 CAP Curve Analysis.mp4	15.1 MB
004 CAP Curve Analysis_en.srt	9.1 KB
005 Classification-Pros-Cons.pdf	30.0 KB
005 Conclusion of Part 3 - Classification.html	3.4 KB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/25 - -------------------- Part 4 Clustering --------------------/
001 Welcome to Part 4 - Clustering.html	0.8 KB
/26 - K-Means Clustering/
001 What is Clustering (Supervised vs Unsupervised Learning).mp4	16.2 MB
001 What is Clustering (Supervised vs Unsupervised Learning)_en.srt	6.7 KB
002 K-Means Clustering Intuition.mp4	4.3 MB
002 K-Means Clustering Intuition_en.srt	5.1 KB
003 The Elbow Method.mp4	7.9 MB
003 The Elbow Method_en.srt	7.9 KB
004 K-Means++.mp4	19.6 MB
004 K-Means++_en.srt	8.8 KB
005 K-Means Clustering in Python - Step 1a.mp4	11.1 MB
005 K-Means Clustering in Python - Step 1a_en.srt	9.4 KB
006 K-Means Clustering in Python - Step 1b.mp4	16.4 MB
006 K-Means Clustering in Python - Step 1b_en.srt	5.8 KB
007 K-Means Clustering in Python - Step 2a.mp4	14.2 MB
007 K-Means Clustering in Python - Step 2a_en.srt	8.9 KB
008 K-Means Clustering in Python - Step 2b.mp4	13.4 MB
008 K-Means Clustering in Python - Step 2b_en.srt	9.9 KB
009 K-Means Clustering in Python - Step 3a.mp4	13.8 MB
009 K-Means Clustering in Python - Step 3a_en.srt	10.9 KB
010 K-Means Clustering in Python - Step 3b.mp4	13.9 MB
010 K-Means Clustering in Python - Step 3b_en.srt	11.0 KB
011 K-Means Clustering in Python - Step 3c.mp4	10.0 MB
011 K-Means Clustering in Python - Step 3c_en.srt	6.6 KB
012 K-Means Clustering in Python - Step 4.mp4	17.3 MB
012 K-Means Clustering in Python - Step 4_en.srt	10.2 KB
013 K-Means Clustering in Python - Step 5a.mp4	15.8 MB
013 K-Means Clustering in Python - Step 5a_en.srt	10.5 KB
014 K-Means Clustering in Python - Step 5b.mp4	37.4 MB
014 K-Means Clustering in Python - Step 5b_en.srt	9.0 KB
015 K-Means Clustering in Python - Step 5c.mp4	28.0 MB
015 K-Means Clustering in Python - Step 5c_en.srt	13.1 KB
016 K-Means Clustering in R - Step 1.mp4	15.9 MB
016 K-Means Clustering in R - Step 1_en.srt	11.6 KB
017 K-Means Clustering in R - Step 2.mp4	29.0 MB
017 K-Means Clustering in R - Step 2_en.srt	11.4 KB
/27 - Hierarchical Clustering/
001 Hierarchical Clustering Intuition.mp4	38.0 MB
001 Hierarchical Clustering Intuition_en.srt	14.4 KB
002 Hierarchical Clustering How Dendrograms Work.mp4	17.2 MB
002 Hierarchical Clustering How Dendrograms Work_en.srt	14.1 KB
003 Hierarchical Clustering Using Dendrograms.mp4	26.4 MB
003 Hierarchical Clustering Using Dendrograms_en.srt	17.4 KB
004 Hierarchical Clustering in Python - Step 1.mp4	21.4 MB
004 Hierarchical Clustering in Python - Step 1_en.srt	11.4 KB
005 Hierarchical Clustering in Python - Step 2a.mp4	11.4 MB
005 Hierarchical Clustering in Python - Step 2a_en.srt	8.8 KB
006 Hierarchical Clustering in Python - Step 2b.mp4	23.4 MB
006 Hierarchical Clustering in Python - Step 2b_en.srt	10.3 KB
007 Hierarchical Clustering in Python - Step 2c.mp4	27.8 MB
007 Hierarchical Clustering in Python - Step 2c_en.srt	11.4 KB
008 Hierarchical Clustering in Python - Step 3a.mp4	17.9 MB
008 Hierarchical Clustering in Python - Step 3a_en.srt	9.8 KB
009 Hierarchical Clustering in Python - Step 3b.mp4	15.9 MB
009 Hierarchical Clustering in Python - Step 3b_en.srt	10.5 KB
010 Hierarchical Clustering in R - Step 1.mp4	8.1 MB
010 Hierarchical Clustering in R - Step 1_en.srt	6.2 KB
011 Hierarchical Clustering in R - Step 2.mp4	13.6 MB
011 Hierarchical Clustering in R - Step 2_en.srt	8.0 KB
012 Hierarchical Clustering in R - Step 3.mp4	32.9 MB
012 Hierarchical Clustering in R - Step 3_en.srt	4.7 KB
013 Hierarchical Clustering in R - Step 4.mp4	20.3 MB
013 Hierarchical Clustering in R - Step 4_en.srt	3.8 KB
014 Hierarchical Clustering in R - Step 5.mp4	14.5 MB
014 Hierarchical Clustering in R - Step 5_en.srt	4.0 KB
015 Clustering-Pros-Cons.pdf	26.4 KB
015 Conclusion of Part 4 - Clustering.html	0.5 KB
/28 - -------------------- Part 5 Association Rule Learning --------------------/
001 Welcome to Part 5 - Association Rule Learning.html	0.5 KB
/29 - Apriori/
001 Apriori Intuition.mp4	58.9 MB
001 Apriori Intuition_en.srt	32.5 KB
002 Apriori in Python - Step 1.mp4	61.2 MB
002 Apriori in Python - Step 1_en.srt	17.8 KB
003 Apriori in Python - Step 2.mp4	86.2 MB
003 Apriori in Python - Step 2_en.srt	31.9 KB
004 Apriori in Python - Step 3.mp4	41.4 MB
004 Apriori in Python - Step 3_en.srt	23.9 KB
005 Apriori in Python - Step 4.mp4	122.4 MB
005 Apriori in Python - Step 4_en.srt	36.6 KB
006 Apriori in R - Step 1.mp4	77.5 MB
006 Apriori in R - Step 1_en.srt	30.6 KB
007 Apriori in R - Step 2.mp4	101.3 MB
007 Apriori in R - Step 2_en.srt	22.7 KB
008 Apriori in R - Step 3.mp4	169.5 MB
008 Apriori in R - Step 3_en.srt	30.7 KB
/30 - Eclat/
001 Eclat Intuition.mp4	25.4 MB
001 Eclat Intuition_en.srt	10.4 KB
002 Eclat in Python.mp4	58.9 MB
002 Eclat in Python_en.srt	23.1 KB
003 Eclat in R.mp4	68.5 MB
003 Eclat in R_en.srt	15.6 KB
003 Eclat.zip	49.7 KB
/31 - -------------------- Part 6 Reinforcement Learning --------------------/
001 Welcome to Part 6 - Reinforcement Learning.html	1.6 KB
/32 - Upper Confidence Bound (UCB)/
001 The Multi-Armed Bandit Problem.mp4	101.1 MB
001 The Multi-Armed Bandit Problem_en.srt	27.8 KB
002 Upper Confidence Bound (UCB) Intuition.mp4	83.1 MB
002 Upper Confidence Bound (UCB) Intuition_en.srt	27.5 KB
003 Upper Confidence Bound in Python - Step 1.mp4	46.8 MB
003 Upper Confidence Bound in Python - Step 1_en.srt	26.2 KB
004 Upper Confidence Bound in Python - Step 2.mp4	9.4 MB
004 Upper Confidence Bound in Python - Step 2_en.srt	7.9 KB
005 Upper Confidence Bound in Python - Step 3.mp4	20.0 MB
005 Upper Confidence Bound in Python - Step 3_en.srt	13.9 KB
006 Upper Confidence Bound in Python - Step 4.mp4	43.7 MB
006 Upper Confidence Bound in Python - Step 4_en.srt	30.7 KB
007 Upper Confidence Bound in Python - Step 5.mp4	17.6 MB
007 Upper Confidence Bound in Python - Step 5_en.srt	12.5 KB
008 Upper Confidence Bound in Python - Step 6.mp4	20.0 MB
008 Upper Confidence Bound in Python - Step 6_en.srt	13.8 KB
009 Upper Confidence Bound in Python - Step 7.mp4	21.5 MB
009 Upper Confidence Bound in Python - Step 7_en.srt	14.8 KB
010 Upper Confidence Bound in R - Step 1.mp4	35.6 MB
010 Upper Confidence Bound in R - Step 1_en.srt	26.7 KB
011 Upper Confidence Bound in R - Step 2.mp4	79.9 MB
011 Upper Confidence Bound in R - Step 2_en.srt	27.7 KB
012 Upper Confidence Bound in R - Step 3.mp4	103.8 MB
012 Upper Confidence Bound in R - Step 3_en.srt	31.4 KB
013 Upper Confidence Bound in R - Step 4.mp4	8.9 MB
013 Upper Confidence Bound in R - Step 4_en.srt	5.4 KB
/33 - Thompson Sampling/
001 Thompson Sampling Intuition.mp4	51.1 MB
001 Thompson Sampling Intuition_en.srt	35.8 KB
002 Algorithm Comparison UCB vs Thompson Sampling.mp4	18.1 MB
002 Algorithm Comparison UCB vs Thompson Sampling_en.srt	14.4 KB
003 Thompson Sampling in Python - Step 1.mp4	13.6 MB
003 Thompson Sampling in Python - Step 1_en.srt	11.9 KB
004 Thompson Sampling in Python - Step 2.mp4	35.9 MB
004 Thompson Sampling in Python - Step 2_en.srt	22.9 KB
005 Thompson Sampling in Python - Step 3.mp4	42.2 MB
005 Thompson Sampling in Python - Step 3_en.srt	25.0 KB
006 Thompson Sampling in Python - Step 4.mp4	21.7 MB
006 Thompson Sampling in Python - Step 4_en.srt	13.4 KB
007 Additional Resource for this Section.html	2.3 KB
008 Thompson Sampling in R - Step 1.mp4	62.2 MB
008 Thompson Sampling in R - Step 1_en.srt	35.3 KB
009 Thompson Sampling in R - Step 2.mp4	10.2 MB
009 Thompson Sampling in R - Step 2_en.srt	6.5 KB
/34 - -------------------- Part 7 Natural Language Processing --------------------/
001 Welcome to Part 7 - Natural Language Processing.html	1.7 KB
002 NLP Intuition.mp4	5.4 MB
002 NLP Intuition_en.srt	5.6 KB
003 Types of Natural Language Processing.mp4	8.5 MB
003 Types of Natural Language Processing_en.srt	7.1 KB
004 Classical vs Deep Learning Models.mp4	88.0 MB
004 Classical vs Deep Learning Models_en.srt	19.9 KB
005 Bag-Of-Words Model.mp4	39.8 MB
005 Bag-Of-Words Model_en.srt	31.0 KB
006 Natural Language Processing in Python - Step 1.mp4	15.6 MB
006 Natural Language Processing in Python - Step 1_en.srt	14.4 KB
007 Natural Language Processing in Python - Step 2.mp4	36.5 MB
007 Natural Language Processing in Python - Step 2_en.srt	13.0 KB
008 Natural Language Processing in Python - Step 3.mp4	29.6 MB
008 Natural Language Processing in Python - Step 3_en.srt	25.0 KB
009 Natural Language Processing in Python - Step 4.mp4	37.0 MB
009 Natural Language Processing in Python - Step 4_en.srt	20.1 KB
010 Natural Language Processing in Python - Step 5.mp4	86.5 MB
010 Natural Language Processing in Python - Step 5_en.srt	32.4 KB
011 Natural Language Processing in Python - Step 6.mp4	47.3 MB
011 Natural Language Processing in Python - Step 6_en.srt	19.2 KB
012 Natural Language Processing in Python - BONUS.html	1.1 KB
013 Homework Challenge.html	1.4 KB
014 Natural Language Processing in R - Step 1.mp4	53.0 MB
014 Natural Language Processing in R - Step 1_en.srt	30.1 KB
015 Warning - Update.html	0.8 KB
016 Natural Language Processing in R - Step 2.mp4	24.9 MB
016 Natural Language Processing in R - Step 2_en.srt	17.8 KB
017 Natural Language Processing in R - Step 3.mp4	19.5 MB
017 Natural Language Processing in R - Step 3_en.srt	12.4 KB
018 Natural Language Processing in R - Step 4.mp4	9.2 MB
018 Natural Language Processing in R - Step 4_en.srt	5.6 KB
019 Natural Language Processing in R - Step 5.mp4	6.5 MB
019 Natural Language Processing in R - Step 5_en.srt	4.0 KB
020 Natural Language Processing in R - Step 6.mp4	18.2 MB
020 Natural Language Processing in R - Step 6_en.srt	10.7 KB
021 Natural Language Processing in R - Step 7.mp4	11.1 MB
021 Natural Language Processing in R - Step 7_en.srt	7.0 KB
022 Natural Language Processing in R - Step 8.mp4	17.5 MB
022 Natural Language Processing in R - Step 8_en.srt	10.4 KB
023 Natural Language Processing in R - Step 9.mp4	41.2 MB
023 Natural Language Processing in R - Step 9_en.srt	24.7 KB
024 Natural Language Processing in R - Step 10.mp4	69.7 MB
024 Natural Language Processing in R - Step 10_en.srt	32.5 KB
025 Homework Challenge.html	1.5 KB
/35 - -------------------- Part 8 Deep Learning --------------------/
001 Welcome to Part 8 - Deep Learning.html	0.9 KB
002 What is Deep Learning.mp4	107.9 MB
002 What is Deep Learning_en.srt	24.9 KB
/36 - Artificial Neural Networks/
001 Plan of attack.mp4	5.0 MB
001 Plan of attack_en.srt	5.2 KB
002 The Neuron.mp4	46.2 MB
002 The Neuron_en.srt	31.9 KB
003 The Activation Function.mp4	18.1 MB
003 The Activation Function_en.srt	15.9 KB
004 How do Neural Networks work.mp4	70.5 MB
004 How do Neural Networks work_en.srt	25.2 KB
005 How do Neural Networks learn.mp4	45.4 MB
005 How do Neural Networks learn_en.srt	24.7 KB
006 Gradient Descent.mp4	26.9 MB
006 Gradient Descent_en.srt	17.8 KB
007 Stochastic Gradient Descent.mp4	28.1 MB
007 Stochastic Gradient Descent_en.srt	15.4 KB
008 Backpropagation.mp4	14.7 MB
008 Backpropagation_en.srt	10.0 KB
009 Business Problem Description.mp4	45.8 MB
009 Business Problem Description_en.srt	9.9 KB
010 ANN in Python - Step 1.mp4	53.3 MB
010 ANN in Python - Step 1_en.srt	20.4 KB
011 ANN in Python - Step 2.mp4	88.6 MB
011 ANN in Python - Step 2_en.srt	35.0 KB
012 ANN in Python - Step 3.mp4	40.4 MB
012 ANN in Python - Step 3_en.srt	27.5 KB
013 ANN in Python - Step 4.mp4	33.4 MB
013 ANN in Python - Step 4_en.srt	22.7 KB
014 ANN in Python - Step 5.mp4	78.9 MB
014 ANN in Python - Step 5_en.srt	30.9 KB
015 ANN in R - Step 1.mp4	139.2 MB
015 ANN in R - Step 1_en.srt	33.3 KB
016 ANN in R - Step 2.mp4	26.2 MB
016 ANN in R - Step 2_en.srt	12.7 KB
017 ANN in R - Step 3.mp4	121.3 MB
017 ANN in R - Step 3_en.srt	23.7 KB
018 ANN in R - Step 4 (Last step).mp4	57.2 MB
018 ANN in R - Step 4 (Last step)_en.srt	25.6 KB
019 Deep Learning Additional Content.html	1.0 KB
020 EXTRA CONTENT ANN Case Study.html	0.5 KB
/37 - Convolutional Neural Networks/
001 Plan of attack.mp4	6.5 MB
001 Plan of attack_en.srt	7.1 KB
001 dataset.zip	232.0 MB
002 What are convolutional neural networks.mp4	74.5 MB
002 What are convolutional neural networks_en.srt	29.4 KB
003 Step 1 - Convolution Operation.mp4	68.8 MB
003 Step 1 - Convolution Operation_en.srt	30.1 KB
004 Step 1(b) - ReLU Layer.mp4	21.6 MB
004 Step 1(b) - ReLU Layer_en.srt	11.6 KB
005 Step 2 - Pooling.mp4	91.7 MB
005 Step 2 - Pooling_en.srt	28.6 KB
006 Step 3 - Flattening.mp4	3.3 MB
006 Step 3 - Flattening_en.srt	3.6 KB
007 Step 4 - Full Connection.mp4	61.4 MB
007 Step 4 - Full Connection_en.srt	36.3 KB
008 Summary.mp4	11.3 MB
008 Summary_en.srt	7.8 KB
009 Softmax & Cross-Entropy.mp4	44.2 MB
009 Softmax & Cross-Entropy_en.srt	38.0 KB
010 CNN in Python - Step 1.mp4	33.4 MB
010 CNN in Python - Step 1_en.srt	21.5 KB
011 CNN in Python - Step 2.mp4	104.9 MB
011 CNN in Python - Step 2_en.srt	34.4 KB
012 CNN in Python - Step 3.mp4	67.4 MB
012 CNN in Python - Step 3_en.srt	32.9 KB
013 CNN in Python - Step 4.mp4	23.8 MB
013 CNN in Python - Step 4_en.srt	13.9 KB
014 CNN in Python - Step 5.mp4	89.0 MB
014 CNN in Python - Step 5_en.srt	27.2 KB
015 CNN in Python - FINAL DEMO!.mp4	117.5 MB
015 CNN in Python - FINAL DEMO!_en.srt	39.5 KB
016 Deep Learning Additional Content #2.html	0.9 KB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/38 - -------------------- Part 9 Dimensionality Reduction --------------------/
001 Welcome to Part 9 - Dimensionality Reduction.html	1.4 KB
/39 - Principal Component Analysis (PCA)/
001 Principal Component Analysis (PCA) Intuition.mp4	22.0 MB
001 Principal Component Analysis (PCA) Intuition_en.srt	6.6 KB
002 PCA in Python - Step 1.mp4	90.2 MB
002 PCA in Python - Step 1_en.srt	30.8 KB
003 PCA in Python - Step 2.mp4	21.8 MB
003 PCA in Python - Step 2_en.srt	10.7 KB
004 PCA in R - Step 1.mp4	105.5 MB
004 PCA in R - Step 1_en.srt	24.5 KB
005 PCA in R - Step 2.mp4	48.8 MB
005 PCA in R - Step 2_en.srt	21.5 KB
006 PCA in R - Step 3.mp4	68.5 MB
006 PCA in R - Step 3_en.srt	24.9 KB
/40 - Linear Discriminant Analysis (LDA)/
001 Linear Discriminant Analysis (LDA) Intuition.mp4	15.8 MB
001 Linear Discriminant Analysis (LDA) Intuition_en.srt	6.7 KB
002 LDA in Python.mp4	79.1 MB
002 LDA in Python_en.srt	27.0 KB
003 LDA in R.mp4	98.2 MB
003 LDA in R_en.srt	36.4 KB
/41 - Kernel PCA/
001 Kernel PCA in Python.mp4	59.7 MB
001 Kernel PCA in Python_en.srt	19.9 KB
002 Kernel PCA in R.mp4	239.9 MB
002 Kernel PCA in R_en.srt	38.2 KB
/42 - -------------------- Part 10 Model Selection & Boosting --------------------/
001 Welcome to Part 10 - Model Selection & Boosting.html	0.9 KB
/43 - Model Selection/
001 k-Fold Cross Validation in Python.mp4	65.1 MB
001 k-Fold Cross Validation in Python_en.srt	33.4 KB
002 Grid Search in Python.mp4	120.0 MB
002 Grid Search in Python_en.srt	39.4 KB
003 k-Fold Cross Validation in R.mp4	55.9 MB
003 k-Fold Cross Validation in R_en.srt	36.2 KB
004 Grid Search in R.mp4	52.5 MB
004 Grid Search in R_en.srt	26.6 KB
/44 - XGBoost/
001 XGBoost in Python.mp4	88.3 MB
001 XGBoost in Python_en.srt	26.0 KB
002 Model Selection and Boosting Additional Content.html	1.2 KB
003 XGBoost in R.mp4	72.7 MB
003 XGBoost in R_en.srt	31.8 KB
/45 - Exclusive Offer/
001 OUR SPECIAL OFFER.html	4.6 KB
/46 - Annex Logistic Regression (Long Explanation)/
001 Logistic Regression Intuition.mp4	34.0 MB
001 Logistic Regression Intuition_en.srt	32.2 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 748