Udemy Complete Machine Learning Course With Python

File Name

Size

1 - Introduction/1 - cars.csv

38 kB

1 - Introduction/1 - What Is Machine learning.mp4

14 MB

1 - Introduction/1 - What Is Machine learning.srt

4.3 kB

1 - Introduction/1 - what-is-machine-learning.docx

246 kB

1 - Introduction/2 - Key Skills needed to learn Machine learning.mp4

8.6 MB

1 - Introduction/2 - Key Skills needed to learn Machine learning.srt

2.6 kB

1 - Introduction/3 - Supervised learning vs Unsupervised Learning.mp4

31 MB

1 - Introduction/3 - Supervised learning vs Unsupervised Learning.srt

8.0 kB

1 - Introduction/4 - Dependent Variable vs Independent Variable.mp4

15 MB

1 - Introduction/4 - Dependent Variable vs Independent Variable.srt

3.7 kB

1 - Introduction/5 - What Does This Course Cover.mp4

10 MB

1 - Introduction/5 - What Does This Course Cover.srt

2.2 kB

1 - Introduction/6 - Basic Python Concepts.mp4

485 MB

1 - Introduction/6 - Basic Python Concepts.srt

143 kB

1 - Introduction/6 - Complete-basic-Python-in-90-mins.docx

414 kB

2 - Introduction to Machine Learning and Anaconda Installation/7 - 1.Introduction-to-Machine-Learning.docx

109 kB

2 - Introduction to Machine Learning and Anaconda Installation/7 - Introduction to Machine Learning.mp4

114 MB

2 - Introduction to Machine Learning and Anaconda Installation/7 - Introduction to Machine Learning.srt

33 kB

2 - Introduction to Machine Learning and Anaconda Installation/8 - Anaconda-installation-machine-learning.docx

12 kB

2 - Introduction to Machine Learning and Anaconda Installation/8 - Anconda Installation.mp4

69 MB

2 - Introduction to Machine Learning and Anaconda Installation/8 - Anconda Installation.srt

139 B

3 - Exploratory Data Analysis/9 - 2.Exploratory-Data-Analysis.docx

42 kB

3 - Exploratory Data Analysis/9 - What is Exploratory Data AnalysisEDA.mp4

25 MB

3 - Exploratory Data Analysis/9 - What is Exploratory Data AnalysisEDA.srt

5.3 kB

3 - Exploratory Data Analysis/10 - knowing initial details of dataset.mp4

32 MB

3 - Exploratory Data Analysis/10 - knowing initial details of dataset.srt

8.0 kB

3 - Exploratory Data Analysis/11 - Modifying or removing unwanted data.mp4

54 MB

3 - Exploratory Data Analysis/11 - Modifying or removing unwanted data.srt

11 kB

3 - Exploratory Data Analysis/12 - Retrieving Data.mp4

51 MB

3 - Exploratory Data Analysis/12 - Retrieving Data.srt

8.8 kB

3 - Exploratory Data Analysis/13 - Statistical Information.mp4

83 MB

3 - Exploratory Data Analysis/13 - Statistical Information.srt

15 kB

3 - Exploratory Data Analysis/14 - Drawing Graphs.mp4

135 MB

3 - Exploratory Data Analysis/14 - Drawing Graphs.srt

20 kB

3 - Exploratory Data Analysis/15 - EDA Assignment.mp4

5.0 MB

3 - Exploratory Data Analysis/15 - EDA Assignment.srt

917 B

3 - Exploratory Data Analysis/15 - titanic.csv

60 kB

4 - Outliers/16 - 3.Outliers.docx

20 kB

4 - Outliers/16 - solid-waste.csv

618 B

4 - Outliers/16 - What is Outliers.mp4

23 MB

4 - Outliers/16 - What is Outliers.srt

4.8 kB

4 - Outliers/17 - Finding the Outliers.mp4

50 MB

4 - Outliers/17 - Finding the Outliers.srt

11 kB

4 - Outliers/18 - IQR and handling the outliers.mp4

120 MB

4 - Outliers/18 - IQR and handling the outliers.srt

22 kB

4 - Outliers/18 - Outliers-Assignment.docx

11 kB

4 - Outliers/18 - solid-waste.csv

618 B

5 - Simple Linear Regression/19 - 4.Simple-Linear-Regression.docx

55 kB

5 - Simple Linear Regression/19 - What is Regression.mp4

7.4 MB

5 - Simple Linear Regression/19 - What is Regression.srt

2.2 kB

5 - Simple Linear Regression/20 - What is simple liner regression model.mp4

34 MB

5 - Simple Linear Regression/20 - What is simple liner regression model.srt

9.5 kB

5 - Simple Linear Regression/21 - What is rsquared Value.mp4

18 MB

5 - Simple Linear Regression/21 - What is rsquared Value.srt

4.4 kB

5 - Simple Linear Regression/22 - homeprices.csv

71 B

5 - Simple Linear Regression/22 - Simple linear regression Program1.mp4

96 MB

5 - Simple Linear Regression/22 - Simple linear regression Program1.srt

21 kB

5 - Simple Linear Regression/23 - canada-percapita-Assignment.csv

860 B

5 - Simple Linear Regression/23 - salary-data.csv

172 B

5 - Simple Linear Regression/23 - Simple linear regression Program2train and test data.mp4

104 MB

5 - Simple Linear Regression/23 - Simple linear regression Program2train and test data.srt

24 kB

6 - Multiple Linear Regression/24 - 5.Mutiple-Linear-Regression.docx

21 kB

6 - Multiple Linear Regression/24 - What is Multiple Linear Regression.mp4

82 MB

6 - Multiple Linear Regression/24 - What is Multiple Linear Regression.srt

18 kB

6 - Multiple Linear Regression/25 - homeprices-2.csv

130 B

6 - Multiple Linear Regression/25 - Housing.csv

29 kB

6 - Multiple Linear Regression/25 - Multiple Linear Regression program 1.mp4

119 MB

6 - Multiple Linear Regression/25 - Multiple Linear Regression program 1.srt

24 kB

7 - One Hot Encoding/26 - 6.One-Hot-Encoding.docx

20 kB

7 - One Hot Encoding/26 - What Is One Hot Encoding.mp4

15 MB

7 - One Hot Encoding/26 - What Is One Hot Encoding.srt

4.2 kB

7 - One Hot Encoding/27 - One Hot EncodingFirst way.mp4

18 MB

7 - One Hot Encoding/27 - One Hot EncodingFirst way.srt

4.1 kB

7 - One Hot Encoding/28 - One Hot EncodingSecond way.mp4

9.7 MB

7 - One Hot Encoding/28 - One Hot EncodingSecond way.srt

2.4 kB

7 - One Hot Encoding/29 - homeprices-3.csv

366 B

7 - One Hot Encoding/29 - One Hot EncodingProgram 1.mp4

129 MB

7 - One Hot Encoding/29 - One Hot EncodingProgram 1.srt

27 kB

7 - One Hot Encoding/30 - carprices-Assignment.csv

378 B

7 - One Hot Encoding/30 - homeprices-3.csv

366 B

7 - One Hot Encoding/30 - One Hot EncodingProgram 2Third way.mp4

87 MB

7 - One Hot Encoding/30 - One Hot EncodingProgram 2Third way.srt

16 kB

8 - Polynomial Linear Regression/31 - 7.Polynomial-Linear-Regression.docx

30 kB

8 - Polynomial Linear Regression/31 - What is Polynomial Linear Regression.mp4

26 MB

8 - Polynomial Linear Regression/31 - What is Polynomial Linear Regression.srt

6.0 kB

8 - Polynomial Linear Regression/32 - Polynomial Linear Regression Program1.mp4

124 MB

8 - Polynomial Linear Regression/32 - Polynomial Linear Regression Program1.srt

25 kB

8 - Polynomial Linear Regression/32 - salary-experience-Assignment.csv

445 B

8 - Polynomial Linear Regression/32 - salary-position.csv

308 B

9 - Ridge Regression/33 - 8.Ridge-Regression.docx

123 kB

9 - Ridge Regression/33 - What is Bias and Variance.mp4

21 MB

9 - Ridge Regression/33 - What is Bias and Variance.srt

5.6 kB

9 - Ridge Regression/34 - What is Regularization.mp4

39 MB

9 - Ridge Regression/34 - What is Regularization.srt

5.8 kB

9 - Ridge Regression/35 - Ridge RegressionProgram 1.mp4

145 MB

9 - Ridge Regression/35 - Ridge RegressionProgram 1.srt

28 kB

9 - Ridge Regression/35 - test.csv

55 B

9 - Ridge Regression/35 - train.csv

59 B

9 - Ridge Regression/36 - boston-houses.csv

34 kB

9 - Ridge Regression/36 - Ridge RegressionAssignment.mp4

9.5 MB

9 - Ridge Regression/36 - Ridge RegressionAssignment.srt

2.6 kB

10 - Lasso Regression/37 - 9.Lasso-Regression.docx

18 kB

10 - Lasso Regression/37 - Advertising-Assignment.csv

4.6 kB

10 - Lasso Regression/37 - boston-houses.csv

34 kB

10 - Lasso Regression/37 - What is Lasso regression and practice program1.mp4

127 MB

10 - Lasso Regression/37 - What is Lasso regression and practice program1.srt

24 kB

11 - ElasticNet Regression/38 - 10.ElasticNet-Regression.mp4

124 MB

11 - ElasticNet Regression/38 - 10.ElasticNet-Regression.srt

24 kB

11 - ElasticNet Regression/38 - boston-houses.csv

34 kB

11 - ElasticNet Regression/38 - diabetes-Assignment.csv

23 kB

11 - ElasticNet Regression/38 - what is ElasticNet Regression and practice program1.mp4

125 MB

11 - ElasticNet Regression/38 - what is ElasticNet Regression and practice program1.srt

23 kB

12 - Logistic Regression/39 - 11.Logistic-Regression.docx

19 kB

12 - Logistic Regression/39 - HR-comma.csv

554 kB

12 - Logistic Regression/39 - insurance-data-Assignment.csv

155 B

12 - Logistic Regression/39 - What is Logistic Regression and program1.mp4

191 MB

12 - Logistic Regression/39 - What is Logistic Regression and program1.srt

37 kB

13 - Support Vector MachineSVM/40 - 12.Support-vector-machine-SVM.docx

320 kB

13 - Support Vector MachineSVM/40 - What is Support Vector Machine.mp4

164 MB

13 - Support Vector MachineSVM/40 - What is Support Vector Machine.srt

35 kB

14 - Naive Bayes Classification/41 - 13.Naive-Bayes-Classification.docx

26 kB

14 - Naive Bayes Classification/41 - What is Naive Bayes Classification.mp4

37 MB

14 - Naive Bayes Classification/41 - What is Naive Bayes Classification.srt

8.9 kB

14 - Naive Bayes Classification/42 - cricket.csv

438 B

14 - Naive Bayes Classification/42 - Naive Bayes Classification Program1.mp4

98 MB

14 - Naive Bayes Classification/42 - Naive Bayes Classification Program1.srt

18 kB

14 - Naive Bayes Classification/43 - Naive Bayes Classification Program2.mp4

143 MB

14 - Naive Bayes Classification/43 - Naive Bayes Classification Program2.srt

24 kB

14 - Naive Bayes Classification/43 - spam.csv

491 kB

15 - KNN Classifier/44 - 14.KNN-Classifier.docx

44 kB

15 - KNN Classifier/44 - breast-cancer.csv

20 kB

15 - KNN Classifier/44 - diabetes-Assignment.csv

23 kB

15 - KNN Classifier/44 - KNN Classifer defination and its practice program1.mp4

153 MB

15 - KNN Classifier/44 - KNN Classifer defination and its practice program1.srt

27 kB

16 - Decision Trees/45 - 15.Decision-Trees.docx

70 kB

16 - Decision Trees/45 - cricket.csv

438 B

16 - Decision Trees/45 - Decision Trees Defination and its program1.mp4

137 MB

16 - Decision Trees/45 - Decision Trees Defination and its program1.srt

25 kB

16 - Decision Trees/45 - salaries-Assignment.csv

638 B

17 - Random Forest/46 - 16.Random-Forest.docx

262 kB

17 - Random Forest/46 - Random Forest Defination and its practice program1.mp4

195 MB

17 - Random Forest/46 - Random Forest Defination and its practice program1.srt

40 kB

17 - Random Forest/46 - salary-experience-Assignment.csv

445 B

18 - KMeans Clusteringunsupervised model/47 - 17.K-Means-Clustering.docx

391 kB

18 - KMeans Clusteringunsupervised model/47 - What is KMeans Clustering.mp4

46 MB

18 - KMeans Clusteringunsupervised model/47 - What is KMeans Clustering.srt

12 kB

18 - KMeans Clusteringunsupervised model/48 - 17.K-Means-Clustering.docx

391 kB

18 - KMeans Clusteringunsupervised model/48 - income.csv

381 B

18 - KMeans Clusteringunsupervised model/48 - KMeans Clustering Program1.mp4

209 MB

18 - KMeans Clusteringunsupervised model/48 - KMeans Clustering Program1.srt

35 kB

19 - Apriori Algorithm/49 - 18.Apriori-Algorithm.docx

16 kB

19 - Apriori Algorithm/49 - market.csv

421 kB

19 - Apriori Algorithm/49 - What is Apriori Algorithm.mp4

74 MB

19 - Apriori Algorithm/49 - What is Apriori Algorithm.srt

14 kB

20 - Principle Component AnalysisPCA/50 - 19.Principal-Component-Analysis-PCA.docx

66 kB

20 - Principle Component AnalysisPCA/50 - what is Principle Component AnalysisPCA.mp4

45 MB

20 - Principle Component AnalysisPCA/50 - what is Principle Component AnalysisPCA.srt

7.6 kB

20 - Principle Component AnalysisPCA/51 - Principle Component Analysis Program1.mp4

171 MB

20 - Principle Component AnalysisPCA/51 - Principle Component Analysis Program1.srt

35 kB

20 - Principle Component AnalysisPCA/52 - Principle Component Analysis Program2.mp4

46 MB

20 - Principle Component AnalysisPCA/52 - Principle Component Analysis Program2.srt

8.2 kB

20 - Principle Component AnalysisPCA/53 - Principle Component AnalysisAssignment.mp4

4.5 MB

20 - Principle Component AnalysisPCA/53 - Principle Component AnalysisAssignment.srt

1.2 kB

21 - KFold Cross Validation/54 - 20.K-Fold-Cross-Validation.docx

15 kB

21 - KFold Cross Validation/54 - What is KFold Cross Validation.mp4

40 MB

21 - KFold Cross Validation/54 - What is KFold Cross Validation.srt

7.9 kB

21 - KFold Cross Validation/55 - KFold Cross Validation Program1.mp4

50 MB

21 - KFold Cross Validation/55 - KFold Cross Validation Program1.srt

12 kB

22 - Model Selection/56 - 21.Model-Selection.docx

23 kB

22 - Model Selection/56 - What is Model Selection.mp4

64 MB

22 - Model Selection/56 - What is Model Selection.srt

16 kB

22 - Model Selection/57 - Model Selection Program1.mp4

191 MB

22 - Model Selection/57 - Model Selection Program1.srt

28 kB

22 - Model Selection/57 - processed.csv

11 kB

23 - Assignment Solutions/58 - Assignment Solutions.mp4

1.5 MB

23 - Assignment Solutions/58 - Assignment Solutions.srt

293 B

23 - Assignment Solutions/58 - Decision-Trees-Assignment-solution.docx

12 kB

23 - Assignment Solutions/58 - EDA-assignment-solution.docx

14 kB

23 - Assignment Solutions/58 - ElasticNet-Regression-Assignment-solution.docx

13 kB

23 - Assignment Solutions/58 - K-Fold-Cross-Validation-Assignment-solution.docx

12 kB

23 - Assignment Solutions/58 - K-Means-Clustering-Assignment-Solution.docx

34 kB

23 - Assignment Solutions/58 - KNN-Classifier-Assignment-Solution.docx

14 kB

23 - Assignment Solutions/58 - Lasso-regression-Assignment-Solution.docx

13 kB

23 - Assignment Solutions/58 - Logistic-regression-Assignment-solution.docx

31 kB

23 - Assignment Solutions/58 - Multiple-linear-regression-Assignment-solution.docx

12 kB

23 - Assignment Solutions/58 - Naive-Bayes-classification-Assignment-solution.docx

12 kB

23 - Assignment Solutions/58 - OneHotEncoding-Assignment-solution.docx

14 kB

23 - Assignment Solutions/58 - Outlier-Assignment-solution.docx

14 kB

23 - Assignment Solutions/58 - Polynomial-Linear-Regression-Assignment-solution.docx

14 kB

23 - Assignment Solutions/58 - Principle-component-analysis-Assignment-solution.docx

48 kB

23 - Assignment Solutions/58 - Random-Forest-Assignment-solution.docx

27 kB

23 - Assignment Solutions/58 - Ridge-regression-assignment-solution.docx

13 kB

23 - Assignment Solutions/58 - Simple-Linear-Regression-Assignment-Solution.docx

14 kB

23 - Assignment Solutions/58 - support-Vector-Machine-SVM-Assignment-solution.docx

13 kB