[FreeCourseSite com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

[FreeCourseSite com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

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6.7 GB
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Files
99
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eBooks
Added
01/25/18 at 7:32am GMT+1
Infohash
3d667b5bf82d1742616109a174a4b69253da090a

Description


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.


For more Udemy Courses: https://freecoursesite.com

File list
  • [FreeCourseSite com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
  • 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 4.7 KB
  • 06 Polynomial Regression/047 Polynomial Regression Intuition.mp4 9.4 MB
  • 06 Polynomial Regression/048 How to get the dataset.mp4 11.7 MB
  • 06 Polynomial Regression/049 Polynomial Regression in Python - Step 1.mp4 31.6 MB
  • 06 Polynomial Regression/050 Polynomial Regression in Python - Step 2.mp4 35.1 MB
  • 06 Polynomial Regression/051 Polynomial Regression in Python - Step 3.mp4 54.5 MB
  • 06 Polynomial Regression/052 Polynomial Regression in Python - Step 4.mp4 17.6 MB
  • 06 Polynomial Regression/053 Python Regression Template.mp4 36.8 MB
  • 06 Polynomial Regression/054 Polynomial Regression in R - Step 1.mp4 21.2 MB
  • 06 Polynomial Regression/055 Polynomial Regression in R - Step 2.mp4 32.3 MB
  • 06 Polynomial Regression/056 Polynomial Regression in R - Step 3.mp4 54.8 MB
  • 06 Polynomial Regression/057 Polynomial Regression in R - Step 4.mp4 28.5 MB
  • 06 Polynomial Regression/058 R Regression Template.mp4 31.3 MB
  • 07 Support Vector Regression SVR/059 How to get the dataset.mp4 11.7 MB
  • 07 Support Vector Regression SVR/060 SVR in Python.mp4 60.2 MB
  • 07 Support Vector Regression SVR/061 SVR in R.mp4 33.7 MB
  • 08 Decision Tree Regression/062 Decision Tree Regression Intuition.mp4 25.3 MB
  • 08 Decision Tree Regression/063 How to get the dataset.mp4 11.7 MB
  • 08 Decision Tree Regression/064 Decision Tree Regression in Python.mp4 43.4 MB
  • 08 Decision Tree Regression/065 Decision Tree Regression in R.mp4 56.2 MB
  • 09 Random Forest Regression/066 Random Forest Regression Intuition.mp4 15.7 MB
  • 09 Random Forest Regression/067 How to get the dataset.mp4 11.7 MB
  • 09 Random Forest Regression/068 Random Forest Regression in Python.mp4 52.7 MB
  • 09 Random Forest Regression/069 Random Forest Regression in R.mp4 51.9 MB
  • 10 Evaluating Regression Models Performance/070 R-Squared Intuition.mp4 9.8 MB
  • 10 Evaluating Regression Models Performance/071 Adjusted R-Squared Intuition.mp4 21.4 MB
  • 10 Evaluating Regression Models Performance/072 Evaluating Regression Models Performance - Homeworks Final Part.mp4 28.3 MB
  • 10 Evaluating Regression Models Performance/073 Interpreting Linear Regression Coefficients.mp4 27.4 MB
  • 10 Evaluating Regression Models Performance/074 Conclusion of Part 2 - Regression.html 3.3 KB
  • 11 ---------------------------- Part 3 Classification ----------------------------/075 Welcome to Part 3 - Classification.html 1.1 KB
  • 12 Logistic Regression/076 Logistic Regression Intuition.mp4 29.2 MB
  • 12 Logistic Regression/077 How to get the dataset.mp4 11.7 MB
  • 12 Logistic Regression/078 Logistic Regression in Python - Step 1.mp4 16.8 MB
  • 12 Logistic Regression/079 Logistic Regression in Python - Step 2.mp4 11.1 MB
  • 12 Logistic Regression/080 Logistic Regression in Python - Step 3.mp4 8 MB
  • 12 Logistic Regression/081 Logistic Regression in Python - Step 4.mp4 13.9 MB
  • 12 Logistic Regression/082 Logistic Regression in Python - Step 5.mp4 53.1 MB
  • 12 Logistic Regression/083 Python Classification Template.mp4 17.6 MB
  • 12 Logistic Regression/084 Logistic Regression in R - Step 1.mp4 15.7 MB
  • 12 Logistic Regression/085 Logistic Regression in R - Step 2.mp4 14.9 MB
  • 12 Logistic Regression/086 Logistic Regression in R - Step 3.mp4 27.4 MB
  • 12 Logistic Regression/087 Logistic Regression in R - Step 4.mp4 11.7 MB
  • 12 Logistic Regression/088 Logistic Regression in R - Step 5.mp4 93.8 MB
  • 12 Logistic Regression/089 R Classification Template.mp4 17.5 MB
  • 12 Logistic Regression/quizzes/004 Logistic Regression.html 4.1 KB
  • 13 K-Nearest Neighbors K-NN/090 K-Nearest Neighbor Intuition.mp4 10.5 MB
  • 13 K-Nearest Neighbors K-NN/091 How to get the dataset.mp4 11.7 MB
  • 13 K-Nearest Neighbors K-NN/092 K-NN in Python.mp4 47 MB
  • 13 K-Nearest Neighbors K-NN/093 K-NN in R.mp4 55.8 MB
  • 13 K-Nearest Neighbors K-NN/quizzes/005 K-Nearest Neighbor.html 4.1 KB
  • 14 Support Vector Machine SVM/094 SVM Intuition.mp4 19.9 MB
  • 14 Support Vector Machine SVM/095 How to get the dataset.mp4 11.7 MB

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