Filename | Size |
 | 01 Welcome to the course!/001 Applications of Machine Learning-subtitle-en.srt | 5.5 KB |
 | 01 Welcome to the course!/001 Applications of Machine Learning.mp4 | 8 MB |
 | 01 Welcome to the course!/002 Why Machine Learning is the Future-subtitle-en.srt | 9.6 KB |
 | 01 Welcome to the course!/002 Why Machine Learning is the Future.mp4 | 12.8 MB |
 | 01 Welcome to the course!/003 Installing R and R Studio (MAC & Windows)-subtitle-en.srt | 9.2 KB |
 | 01 Welcome to the course!/003 Installing R and R Studio (MAC & Windows).mp4 | 17.6 MB |
 | 01 Welcome to the course!/004 Update_ Recommended Anaconda Version.html | 2.3 KB |
 | 01 Welcome to the course!/005 Installing Python and Anaconda (MAC & Windows)-subtitle-en.srt | 12.3 KB |
 | 01 Welcome to the course!/005 Installing Python and Anaconda (MAC & Windows).mp4 | 19.5 MB |
 | 01 Welcome to the course!/006 BONUS_ Meet your instructors.html | 2.2 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/007 Welcome to Part 1 - Data Preprocessing-subtitle-en.srt | 2.5 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/007 Welcome to Part 1 - Data Preprocessing.mp4 | 3 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/008 Get the dataset-subtitle-en.srt | 11.1 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/008 Get the dataset.mp4 | 21.1 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/009 Importing the Libraries-subtitle-en.srt | 8.4 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/009 Importing the Libraries.mp4 | 11.1 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/010 Importing the Dataset-subtitle-en.srt | 18.7 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/010 Importing the Dataset.mp4 | 23.3 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/012 Missing Data-subtitle-en.srt | 23.6 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/012 Missing Data.mp4 | 32.2 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/013 Categorical Data-subtitle-en.srt | 27 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/013 Categorical Data.mp4 | 40.8 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/014 Splitting the Dataset into the Training set and Test set-subtitle-en.srt | 26.9 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/014 Splitting the Dataset into the Training set and Test set.mp4 | 39 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/015 Feature Scaling-subtitle-en.srt | 23.5 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/015 Feature Scaling.mp4 | 34.6 MB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/016 And here is our Data Preprocessing Template!-subtitle-en.srt | 14.2 KB |
 | 02 -------------------- Part 1_ Data Preprocessing --------------------/016 And here is our Data Preprocessing Template!.mp4 | 19.7 MB |
 | 03 -------------------- Part 2_ Regression --------------------/017 Welcome to Part 2 - Regression.html | 2 KB |
 | 04 Simple Linear Regression/018 How to get the dataset-subtitle-en.srt | 4.9 KB |
 | 04 Simple Linear Regression/018 How to get the dataset.mp4 | 11.7 MB |
 | 04 Simple Linear Regression/019 Dataset + Business Problem Description-subtitle-en.srt | 4.1 KB |
 | 04 Simple Linear Regression/019 Dataset + Business Problem Description.mp4 | 6.6 MB |
 | 04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 1-subtitle-en.srt | 8.3 KB |
 | 04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 1.mp4 | 9.5 MB |
 | 04 Simple Linear Regression/021 Simple Linear Regression Intuition - Step 2-subtitle-en.srt | 4.3 KB |
 | 04 Simple Linear Regression/021 Simple Linear Regression Intuition - Step 2.mp4 | 5.4 MB |
 | 04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 1-subtitle-en.srt | 15.5 KB |
 | 04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 1.mp4 | 21.7 MB |
 | 04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 2-subtitle-en.srt | 12.3 KB |
 | 04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 2.mp4 | 18.8 MB |
 | 04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 3-subtitle-en.srt | 9.8 KB |
 | 04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 3.mp4 | 15.6 MB |
 | 04 Simple Linear Regression/025 Simple Linear Regression in Python - Step 4-subtitle-en.srt | 22.4 KB |
 | 04 Simple Linear Regression/025 Simple Linear Regression in Python - Step 4.mp4 | 30.8 MB |
 | 04 Simple Linear Regression/026 Simple Linear Regression in R - Step 1-subtitle-en.srt | 7.7 KB |
 | 04 Simple Linear Regression/026 Simple Linear Regression in R - Step 1.mp4 | 9.5 MB |
 | 04 Simple Linear Regression/027 Simple Linear Regression in R - Step 2-subtitle-en.srt | 8.9 KB |
 | 04 Simple Linear Regression/027 Simple Linear Regression in R - Step 2.mp4 | 14.4 MB |
 | 04 Simple Linear Regression/028 Simple Linear Regression in R - Step 3-subtitle-en.srt | 5.5 KB |
 | 04 Simple Linear Regression/028 Simple Linear Regression in R - Step 3.mp4 | 8.6 MB |
 | 04 Simple Linear Regression/029 Simple Linear Regression in R - Step 4-subtitle-en.srt | 23.9 KB |
 | 04 Simple Linear Regression/029 Simple Linear Regression in R - Step 4.mp4 | 37.4 MB |
 | 05 Multiple Linear Regression/030 How to get the dataset-subtitle-en.srt | 4.9 KB |
 | 05 Multiple Linear Regression/030 How to get the dataset.mp4 | 11.7 MB |
 | 05 Multiple Linear Regression/031 Dataset + Business Problem Description-subtitle-en.srt | 5.7 KB |
 | 05 Multiple Linear Regression/031 Dataset + Business Problem Description.mp4 | 10 MB |
 | 05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 1-subtitle-en.srt | 1.6 KB |
 | 05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 1.mp4 | 1.8 MB |
 | 05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 2-subtitle-en.srt | 1.5 KB |
 | 05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 2.mp4 | 1.8 MB |
 | 05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 3-subtitle-en.srt | 10.7 KB |
 | 05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 3.mp4 | 14.3 MB |
 | 05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 4-subtitle-en.srt | 3.5 KB |
 | 05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 4.mp4 | 4.5 MB |
 | 05 Multiple Linear Regression/036 Multiple Linear Regression Intuition - Step 5-subtitle-en.srt | 23.6 KB |
 | 05 Multiple Linear Regression/036 Multiple Linear Regression Intuition - Step 5.mp4 | 28.8 MB |
 | 05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 1-subtitle-en.srt | 24.4 KB |
 | 05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 1.mp4 | 39.6 MB |
 | 05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 2-subtitle-en.srt | 4.1 KB |
 | 05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 2.mp4 | 7.2 MB |
 | 05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Step 3-subtitle-en.srt | 8.3 KB |
 | 05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Step 3.mp4 | 14.3 MB |
 | 05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - Preparation-subtitle-en.srt | 19.7 KB |
 | 05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4 | 32.8 MB |
 | 05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !-subtitle-en.srt | 19.7 KB |
 | 05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !.mp4 | 32.6 MB |
 | 05 Multiple Linear Regression/042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution-subtitle-en.srt | 14.2 KB |
 | 05 Multiple Linear Regression/042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4 | 27.2 MB |
 | 05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 1-subtitle-en.srt | 11.9 KB |
 | 05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 1.mp4 | 17.9 MB |
 | 05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 2-subtitle-en.srt | 15.4 KB |
 | 05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 2.mp4 | 25.9 MB |
 | 05 Multiple Linear Regression/045 Multiple Linear Regression in R - Step 3-subtitle-en.srt | 7.1 KB |
 | 05 Multiple Linear Regression/045 Multiple Linear Regression in R - Step 3.mp4 | 10.4 MB |
 | 05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !-subtitle-en.srt | 27.5 KB |
 | 05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !.mp4 | 39.7 MB |
 | 05 Multiple Linear Regression/047 Multiple Linear Regression in R - Backward Elimination - Homework Solution-subtitle-en.srt | 11.9 KB |
 | 05 Multiple Linear Regression/047 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4 | 17.2 MB |
 | 06 Polynomial Regression/048 Polynomial Regression Intuition-subtitle-en.srt | 7.8 KB |
 | 06 Polynomial Regression/048 Polynomial Regression Intuition.mp4 | 9.4 MB |
 | 06 Polynomial Regression/049 How to get the dataset-subtitle-en.srt | 4.9 KB |
 | 06 Polynomial Regression/049 How to get the dataset.mp4 | 11.7 MB |
 | 06 Polynomial Regression/050 Polynomial Regression in Python - Step 1-subtitle-en.srt | 17.5 KB |
 | 06 Polynomial Regression/050 Polynomial Regression in Python - Step 1.mp4 | 24.9 MB |
 | 06 Polynomial Regression/051 Polynomial Regression in Python - Step 2-subtitle-en.srt | 17.2 KB |
 | 06 Polynomial Regression/051 Polynomial Regression in Python - Step 2.mp4 | 27.1 MB |
 | 06 Polynomial Regression/052 Polynomial Regression in Python - Step 3-subtitle-en.srt | 31.4 KB |
 | 06 Polynomial Regression/052 Polynomial Regression in Python - Step 3.mp4 | 43 MB |