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