Udemy - Machine Learning A-Z™: Hands-On Python & R In Data Science
This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms and coding libraries in a simple way.
We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.
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FILE LIST
Filename
Size
01 Welcome to the course/001 Applications of Machine Learning.mp4
9.8 MB
01 Welcome to the course/002 Why Machine Learning is the Future.mp4
14.5 MB
01 Welcome to the course/003 Installing R and R Studio MAC Windows.mp4
23.2 MB
01 Welcome to the course/004 Installing Python and Anaconda MAC Windows.mp4
24 MB
01 Welcome to the course/005 BONUS Meet your instructors.html
1.3 KB
02 -------------------------- Part 1 Data Preprocessing --------------------------/006 Welcome to Part 1 - Data Preprocessing.mp4
3.5 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/007 Get the dataset.mp4
21.1 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/008 Importing the Libraries.mp4
13.6 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/009 Importing the Dataset.mp4
28.6 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/011 Missing Data.mp4
39.3 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/012 Categorical Data.mp4
52.9 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/013 Splitting the Dataset into the Training set and Test set.mp4
50.9 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/014 Feature Scaling.mp4
44.6 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/015 And here is our Data Preprocessing Template.mp4
25.9 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/quizzes/001 Data Preprocessing.html
4.6 KB
03 ------------------------------ Part 2 Regression ------------------------------/016 Welcome to Part 2 - Regression.html
1.1 KB
04 Simple Linear Regression/017 How to get the dataset.mp4
11.7 MB
04 Simple Linear Regression/018 Dataset Business Problem Description.mp4
7.8 MB
04 Simple Linear Regression/019 Simple Linear Regression Intuition - Step 1.mp4
10.5 MB
04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 2.mp4
6 MB
04 Simple Linear Regression/021 Simple Linear Regression in Python - Step 1.mp4
27.9 MB
04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 2.mp4
24.6 MB
04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 3.mp4
20.5 MB
04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 4.mp4
39.4 MB
04 Simple Linear Regression/025 Simple Linear Regression in R - Step 1.mp4
11.5 MB
04 Simple Linear Regression/026 Simple Linear Regression in R - Step 2.mp4
24.9 MB
04 Simple Linear Regression/027 Simple Linear Regression in R - Step 3.mp4
11.4 MB
04 Simple Linear Regression/028 Simple Linear Regression in R - Step 4.mp4
49.2 MB
04 Simple Linear Regression/quizzes/002 Simple Linear Regression.html
4.5 KB
05 Multiple Linear Regression/029 How to get the dataset.mp4
11.7 MB
05 Multiple Linear Regression/030 Dataset Business Problem Description.mp4
12.6 MB
05 Multiple Linear Regression/031 Multiple Linear Regression Intuition - Step 1.mp4
2 MB
05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 2.mp4
2 MB
05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 3.mp4
16.6 MB
05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 4.mp4
5.3 MB
05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 5.mp4
32.8 MB
05 Multiple Linear Regression/036 Multiple Linear Regression in Python - Step 1.mp4
52.2 MB
05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 2.mp4
9.8 MB
05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 3.mp4
25.5 MB
05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4
54.5 MB
05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK.mp4
59.1 MB
05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4
54.3 MB
05 Multiple Linear Regression/042 Multiple Linear Regression in R - Step 1.mp4
23.4 MB
05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 2.mp4
45.2 MB
05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 3.mp4
13.9 MB
05 Multiple Linear Regression/045 Multiple Linear Regression in R - Backward Elimination - HOMEWORK.mp4
50.8 MB
05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4
22 MB
05 Multiple Linear Regression/quizzes/003 Multiple Linear Regression.html