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

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Title: Udemy - Machine Learning AGroup: NOGRPSource: Udemy
Info Hash
3D667B5BF82D1742616109A174A4B69253DA090A
Source
Unverified
Total Size
6.72 GB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
01 Welcome to the course/001 Applications of Machine Learning.mp49.81 MB
01 Welcome to the course/002 Why Machine Learning is the Future.mp414.48 MB
01 Welcome to the course/003 Installing R and R Studio MAC Windows.mp423.21 MB
01 Welcome to the course/004 Installing Python and Anaconda MAC Windows.mp423.96 MB
01 Welcome to the course/005 BONUS Meet your instructors.html1.33 KB
02 -------------------------- Part 1 Data Preprocessing --------------------------/006 Welcome to Part 1 - Data Preprocessing.mp43.52 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/007 Get the dataset.mp421.15 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/008 Importing the Libraries.mp413.56 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/009 Importing the Dataset.mp428.64 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/011 Missing Data.mp439.32 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/012 Categorical Data.mp452.88 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/013 Splitting the Dataset into the Training set and Test set.mp450.91 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/014 Feature Scaling.mp444.59 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/015 And here is our Data Preprocessing Template.mp425.86 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/quizzes/001 Data Preprocessing.html4.62 KB
03 ------------------------------ Part 2 Regression ------------------------------/016 Welcome to Part 2 - Regression.html1.12 KB
04 Simple Linear Regression/017 How to get the dataset.mp411.71 MB
04 Simple Linear Regression/018 Dataset Business Problem Description.mp47.77 MB
04 Simple Linear Regression/019 Simple Linear Regression Intuition - Step 1.mp410.52 MB
04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 2.mp45.99 MB
04 Simple Linear Regression/021 Simple Linear Regression in Python - Step 1.mp427.92 MB
04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 2.mp424.62 MB
04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 3.mp420.55 MB
04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 4.mp439.37 MB
04 Simple Linear Regression/025 Simple Linear Regression in R - Step 1.mp411.52 MB
04 Simple Linear Regression/026 Simple Linear Regression in R - Step 2.mp424.87 MB
04 Simple Linear Regression/027 Simple Linear Regression in R - Step 3.mp411.42 MB
04 Simple Linear Regression/028 Simple Linear Regression in R - Step 4.mp449.16 MB
04 Simple Linear Regression/quizzes/002 Simple Linear Regression.html4.47 KB
05 Multiple Linear Regression/029 How to get the dataset.mp411.71 MB
05 Multiple Linear Regression/030 Dataset Business Problem Description.mp412.56 MB
05 Multiple Linear Regression/031 Multiple Linear Regression Intuition - Step 1.mp42 MB
05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 2.mp42.03 MB
05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 3.mp416.59 MB
05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 4.mp45.34 MB
05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 5.mp432.8 MB
05 Multiple Linear Regression/036 Multiple Linear Regression in Python - Step 1.mp452.18 MB
05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 2.mp49.84 MB
05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 3.mp425.48 MB
05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp454.54 MB
05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK.mp459.14 MB
05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp454.26 MB
05 Multiple Linear Regression/042 Multiple Linear Regression in R - Step 1.mp423.44 MB
05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 2.mp445.22 MB
05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 3.mp413.85 MB
05 Multiple Linear Regression/045 Multiple Linear Regression in R - Backward Elimination - HOMEWORK.mp450.78 MB
05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp421.95 MB
05 Multiple Linear Regression/quizzes/003 Multiple Linear Regression.html4.68 KB
06 Polynomial Regression/047 Polynomial Regression Intuition.mp49.44 MB
06 Polynomial Regression/048 How to get the dataset.mp411.71 MB
06 Polynomial Regression/049 Polynomial Regression in Python - Step 1.mp431.64 MB
06 Polynomial Regression/050 Polynomial Regression in Python - Step 2.mp435.11 MB
06 Polynomial Regression/051 Polynomial Regression in Python - Step 3.mp454.5 MB
06 Polynomial Regression/052 Polynomial Regression in Python - Step 4.mp417.65 MB
06 Polynomial Regression/053 Python Regression Template.mp436.78 MB
06 Polynomial Regression/054 Polynomial Regression in R - Step 1.mp421.21 MB
06 Polynomial Regression/055 Polynomial Regression in R - Step 2.mp432.28 MB
06 Polynomial Regression/056 Polynomial Regression in R - Step 3.mp454.8 MB
06 Polynomial Regression/057 Polynomial Regression in R - Step 4.mp428.52 MB
06 Polynomial Regression/058 R Regression Template.mp431.33 MB
07 Support Vector Regression SVR/059 How to get the dataset.mp411.71 MB
07 Support Vector Regression SVR/060 SVR in Python.mp460.22 MB
07 Support Vector Regression SVR/061 SVR in R.mp433.73 MB
08 Decision Tree Regression/062 Decision Tree Regression Intuition.mp425.33 MB
08 Decision Tree Regression/063 How to get the dataset.mp411.71 MB
08 Decision Tree Regression/064 Decision Tree Regression in Python.mp443.44 MB
08 Decision Tree Regression/065 Decision Tree Regression in R.mp456.23 MB
09 Random Forest Regression/066 Random Forest Regression Intuition.mp415.65 MB
09 Random Forest Regression/067 How to get the dataset.mp411.71 MB
09 Random Forest Regression/068 Random Forest Regression in Python.mp452.69 MB
09 Random Forest Regression/069 Random Forest Regression in R.mp451.86 MB
10 Evaluating Regression Models Performance/070 R-Squared Intuition.mp49.8 MB
10 Evaluating Regression Models Performance/071 Adjusted R-Squared Intuition.mp421.41 MB
10 Evaluating Regression Models Performance/072 Evaluating Regression Models Performance - Homeworks Final Part.mp428.35 MB
10 Evaluating Regression Models Performance/073 Interpreting Linear Regression Coefficients.mp427.38 MB
10 Evaluating Regression Models Performance/074 Conclusion of Part 2 - Regression.html3.34 KB
11 ---------------------------- Part 3 Classification ----------------------------/075 Welcome to Part 3 - Classification.html1.08 KB
12 Logistic Regression/076 Logistic Regression Intuition.mp429.17 MB
12 Logistic Regression/077 How to get the dataset.mp411.71 MB
12 Logistic Regression/078 Logistic Regression in Python - Step 1.mp416.84 MB
12 Logistic Regression/079 Logistic Regression in Python - Step 2.mp411.1 MB
12 Logistic Regression/080 Logistic Regression in Python - Step 3.mp47.98 MB
12 Logistic Regression/081 Logistic Regression in Python - Step 4.mp413.87 MB
12 Logistic Regression/082 Logistic Regression in Python - Step 5.mp453.15 MB
12 Logistic Regression/083 Python Classification Template.mp417.58 MB
12 Logistic Regression/084 Logistic Regression in R - Step 1.mp415.72 MB
12 Logistic Regression/085 Logistic Regression in R - Step 2.mp414.85 MB
12 Logistic Regression/086 Logistic Regression in R - Step 3.mp427.44 MB
12 Logistic Regression/087 Logistic Regression in R - Step 4.mp411.73 MB
12 Logistic Regression/088 Logistic Regression in R - Step 5.mp493.76 MB
12 Logistic Regression/089 R Classification Template.mp417.5 MB
12 Logistic Regression/quizzes/004 Logistic Regression.html4.13 KB
13 K-Nearest Neighbors K-NN/090 K-Nearest Neighbor Intuition.mp410.48 MB
13 K-Nearest Neighbors K-NN/091 How to get the dataset.mp411.71 MB
13 K-Nearest Neighbors K-NN/092 K-NN in Python.mp446.98 MB
13 K-Nearest Neighbors K-NN/093 K-NN in R.mp455.77 MB
13 K-Nearest Neighbors K-NN/quizzes/005 K-Nearest Neighbor.html4.07 KB
14 Support Vector Machine SVM/094 SVM Intuition.mp419.92 MB
14 Support Vector Machine SVM/095 How to get the dataset.mp411.71 MB
14 Support Vector Machine SVM/096 SVM in Python.mp441.71 MB

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