02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/006 Welcome to Part 1 - Data Preprocessing/Machine-Learning-A-Z-Template-Folder.zip 238.4 MB
39 XGBoost/attached_files/213 Download all the Codes and Datasets Here/Machine-Learning-A-Z.zip 238.2 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/012 Categorical Data.mp4 55.4 MB
24 Apriori/131 Apriori in R - Step 1.mp4 55.4 MB
15 Kernel SVM/093 Kernel SVM in R.mp4 55.4 MB
09 Random Forest Regression/062 Random Forest Regression in Python.mp4 55.3 MB
05 Multiple Linear Regression/034 Multiple Linear Regression in Python - Step 1.mp4 54.7 MB
29 --------------------- Part 7 Natural Language Processing ---------------------/159 Natural Language Processing in Python - Step 8.mp4 54.5 MB
09 Random Forest Regression/063 Random Forest Regression in R.mp4 54.4 MB
29 --------------------- Part 7 Natural Language Processing ---------------------/163 Natural Language Processing in R - Step 1.mp4 53.7 MB
28 Thompson Sampling/149 Thompson Sampling in R - Step 1.mp4 53.5 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/013 Splitting the Dataset into the Training set and Test set.mp4 53.4 MB
05 Multiple Linear Regression/043 Multiple Linear Regression in R - Backward Elimination - HOMEWORK.mp4 53.3 MB
16 Naive Bayes/094 Bayes Theorem.mp4 52.9 MB
31 Artificial Neural Networks/186 ANN in R - Step 1.mp4 52.3 MB
21 K-Means Clustering/115 K-Means Clustering in Python.mp4 52.2 MB
16 Naive Bayes/099 Naive Bayes in R.mp4 52.2 MB
04 Simple Linear Regression/027 Simple Linear Regression in R - Step 4.mp4 51.5 MB
24 Apriori/134 Apriori in Python - Step 1.mp4 49.7 MB
13 K-Nearest Neighbors K-NN/083 K-NN in Python.mp4 49.3 MB
29 --------------------- Part 7 Natural Language Processing ---------------------/152 Natural Language Processing in Python - Step 1.mp4 48.3 MB
35 Linear Discriminant Analysis LDA/205 LDA in Python.mp4 47.6 MB
05 Multiple Linear Regression/041 Multiple Linear Regression in R - Step 2.mp4 47.4 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/014 Feature Scaling.mp4 46.8 MB
18 Random Forest Classification/captions/105 Random Forest Classification in R-EN.srt 29.5 kB
08 Decision Tree Regression/captions/060 Decision Tree Regression in R-EN.srt 29.2 kB
29 --------------------- Part 7 Natural Language Processing ---------------------/attached_files/152 Natural Language Processing in Python - Step 1/Natural-Language-Processing.zip 28.6 kB
29 --------------------- Part 7 Natural Language Processing ---------------------/attached_files/163 Natural Language Processing in R - Step 1/Natural-Language-Processing.zip 28.6 kB
12 Logistic Regression/captions/080 Logistic Regression in R - Step 5-EN.srt 26.6 kB
17 Decision Tree Classification/captions/102 Decision Tree Classification in R-EN.srt 26.5 kB
21 K-Means Clustering/captions/115 K-Means Clustering in Python-EN.srt 25.8 kB
09 Random Forest Regression/captions/063 Random Forest Regression in R-EN.srt 25.7 kB
15 Kernel SVM/captions/092 Kernel SVM in Python-EN.srt 25.6 kB
24 Apriori/captions/134 Apriori in Python - Step 1-EN.srt 25.4 kB
05 Multiple Linear Regression/captions/043 Multiple Linear Regression in R - Backward Elimination - HOMEWORK-EN.srt 25.2 kB
09 Random Forest Regression/captions/062 Random Forest Regression in Python-EN.srt 25.0 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/013 Splitting the Dataset into the Training set and Test set-EN.srt 24.5 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/012 Categorical Data-EN.srt 24.4 kB
15 Kernel SVM/captions/093 Kernel SVM in R-EN.srt 23.2 kB
05 Multiple Linear Regression/captions/034 Multiple Linear Regression in Python - Step 1-EN.srt 22.0 kB
04 Simple Linear Regression/captions/027 Simple Linear Regression in R - Step 4-EN.srt 21.7 kB
08 Decision Tree Regression/captions/059 Decision Tree Regression in Python-EN.srt 21.6 kB
05 Multiple Linear Regression/captions/033 Multiple Linear Regression Intuition - Step 5-EN.srt 21.6 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/011 Missing Data-EN.srt 21.5 kB
22 Hierarchical Clustering/captions/118 Hierarchical Clustering How Dendrograms Work-EN.srt 13.1 kB
05 Multiple Linear Regression/captions/039 Multiple Linear Regression in Python - Backward Elimination - Homework Solution-EN.srt 13.0 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/015 And here is our Data Preprocessing Template-EN.srt 13.0 kB
06 Polynomial Regression/captions/051 Polynomial Regression in R - Step 1-EN.srt 13.0 kB
16 Naive Bayes/captions/098 Naive Bayes in Python-EN.srt 12.5 kB
36 Kernel PCA/attached_files/206 Kernel PCA in Python/Kernel-PCA.zip 5.5 kB
05 Multiple Linear Regression/attached_files/034 Multiple Linear Regression in Python - Step 1/Multiple-Linear-Regression.zip 5.5 kB
05 Multiple Linear Regression/attached_files/040 Multiple Linear Regression in R - Step 1/Multiple-Linear-Regression.zip 5.5 kB
08 Decision Tree Regression/attached_files/059 Decision Tree Regression in Python/Decision-Tree-Regression.zip 5.4 kB
08 Decision Tree Regression/attached_files/060 Decision Tree Regression in R/Decision-Tree-Regression.zip 5.4 kB
09 Random Forest Regression/attached_files/062 Random Forest Regression in Python/Random-Forest-Regression.zip 5.4 kB
09 Random Forest Regression/attached_files/063 Random Forest Regression in R/Random-Forest-Regression.zip 5.4 kB
05 Multiple Linear Regression/captions/028 Dataset Business Problem Description-EN.srt 5.2 kB
05 Multiple Linear Regression/attached_files/039 Multiple Linear Regression in Python - Backward Elimination - Homework Solution/Homework-Solutions.zip 5.1 kB
05 Multiple Linear Regression/attached_files/044 Multiple Linear Regression in R - Backward Elimination - Homework Solution/Homework-Solutions.zip 5.1 kB
04 Simple Linear Regression/captions/026 Simple Linear Regression in R - Step 3-EN.srt 5.1 kB
07 Support Vector Regression SVR/attached_files/056 SVR in Python/SVR.zip 5.0 kB
07 Support Vector Regression SVR/attached_files/057 SVR in R/SVR.zip 5.0 kB
06 Polynomial Regression/attached_files/055 R Regression Template/Regression-Template.zip 2.9 kB
32 Convolutional Neural Networks/200 CNN in R.html 2.7 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/015 And here is our Data Preprocessing Template/Data-Preprocessing-Template.zip 2.4 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/006 Welcome to Part 1 - Data Preprocessing-EN.srt 2.3 kB
29 --------------------- Part 7 Natural Language Processing ---------------------/151 Welcome to Part 7 - Natural Language Processing.html 2.0 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/011 Missing Data/Missing-Data.zip 2.0 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/010 For Python learners summary of Object-oriented programming classes objects.html 1.8 kB
29 --------------------- Part 7 Natural Language Processing ---------------------/173 Homework Challenge.html 1.7 kB
29 --------------------- Part 7 Natural Language Processing ---------------------/162 Homework Challenge.html 1.7 kB
33 ----------------------- Part 9 Dimensionality Reduction -----------------------/201 Welcome to Part 9 - Dimensionality Reduction.html 1.6 kB
05 Multiple Linear Regression/captions/029 Multiple Linear Regression Intuition - Step 1-EN.srt 1.5 kB
01 Welcome to the course/005 BONUS Meet your instructors.html 1.4 kB
05 Multiple Linear Regression/captions/030 Multiple Linear Regression Intuition - Step 2-EN.srt 1.4 kB
37 --------------------- Part 10 Model Selection Boosting ---------------------/207 Welcome to Part 10 - Model Selection Boosting.html 1.2 kB
03 ------------------------------ Part 2 Regression ------------------------------/016 Welcome to Part 2 - Regression.html 1.1 kB
26 ------------------------ Part 6 Reinforcement Learning ------------------------/138 Welcome to Part 6 - Reinforcement Learning.html 1.1 kB
11 ---------------------------- Part 3 Classification ----------------------------/068 Welcome to Part 3 - Classification.html 1.1 kB
30 ---------------------------- Part 8 Deep Learning ----------------------------/174 Welcome to Part 8 - Deep Learning.html 1.1 kB
20 ---------------------------- Part 4 Clustering ----------------------------/111 Welcome to Part 4 - Clustering.html 1.0 kB
39 XGBoost/213 Download all the Codes and Datasets Here.html 888 Bytes
23 ---------------------- Part 5 Association Rule Learning ----------------------/130 Welcome to Part 5 - Association Rule Learning.html 713 Bytes
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/007 Get the dataset/Data.csv 226 Bytes