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[ FreeCourseWeb ] Udemy - Machine Learning Basics- Building a Regression model in R

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2019-07-11

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FreeCourseWeb Udemy Machine Learning Basics Building Regression model in

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6. Linear Regression Model/20. Ridge regression and Lasso in R.mp4

124.24MB

How to Support [ FreeCourseWeb.com ] for Free.txt

323B

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84B

1. Introduction/1. Welcome to the course!.mp4

15.41MB

1. Introduction/1. Welcome to the course!.vtt

2.52KB

1. Introduction/2. Course contents.mp4

47.04MB

1. Introduction/2. Course contents.vtt

7.91KB

2. Basics of Statistics/1. Types of Data.mp4

25.86MB

2. Basics of Statistics/1. Types of Data.vtt

4.32KB

2. Basics of Statistics/2. Types of Statistics.mp4

13.24MB

2. Basics of Statistics/2. Types of Statistics.vtt

2.68KB

2. Basics of Statistics/3. Describing the data graphically.mp4

82.16MB

2. Basics of Statistics/3. Describing the data graphically.vtt

11.3KB

2. Basics of Statistics/4. Measures of Centers.mp4

45.68MB

2. Basics of Statistics/4. Measures of Centers.vtt

6.42KB

2. Basics of Statistics/5. Practice Exercise 1.html

354B

2. Basics of Statistics/5.1 Exercise 1.pdf.pdf

553.83KB

2. Basics of Statistics/6. Measures of Dispersion.mp4

28.37MB

2. Basics of Statistics/6. Measures of Dispersion.vtt

4.72KB

2. Basics of Statistics/7. Practice Exercise 2.html

295B

2. Basics of Statistics/7.1 Exercise 2.pdf.pdf

469.93KB

3. Getting started with R and R studio/1. Installing R and R studio.mp4

40.83MB

3. Getting started with R and R studio/1. Installing R and R studio.vtt

4.94KB

3. Getting started with R and R studio/2. Basics of R and R studio.mp4

48.19MB

3. Getting started with R and R studio/2. Basics of R and R studio.vtt

9.43KB

3. Getting started with R and R studio/3. Packages in R.mp4

98.67MB

3. Getting started with R and R studio/3. Packages in R.vtt

9.91KB

3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.mp4

46.15MB

3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.vtt

3.52KB

3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.mp4

30.87MB

3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.vtt

2.55KB

3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4

69.14MB

3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.vtt

5.55KB

3. Getting started with R and R studio/7. Creating Barplots in R.mp4

117.54MB

3. Getting started with R and R studio/7. Creating Barplots in R.vtt

11.73KB

3. Getting started with R and R studio/8. Creating Histograms in R.mp4

51.5MB

3. Getting started with R and R studio/8. Creating Histograms in R.vtt

5.12KB

4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4

123.88MB

4. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt

16.3KB

4. Introduction to Machine Learning/2. Building a Machine Learning model.mp4

45.27MB

4. Introduction to Machine Learning/2. Building a Machine Learning model.vtt

8.59KB

4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html

163B

5. Data Preprocessing/1. Gathering Business Knowledge.mp4

25.11MB

5. Data Preprocessing/1. Gathering Business Knowledge.vtt

3.45KB

5. Data Preprocessing/2. Data Exploration.mp4

23.41MB

5. Data Preprocessing/2. Data Exploration.vtt

3.21KB

5. Data Preprocessing/3. The Data and the Data Dictionary.mp4

78.57MB

5. Data Preprocessing/3. The Data and the Data Dictionary.vtt

6.89KB

5. Data Preprocessing/3.1 House_Price.csv.csv

53.49KB

5. Data Preprocessing/4. Importing the dataset into R.mp4

15.98MB

5. Data Preprocessing/4. Importing the dataset into R.vtt

2.29KB

5. Data Preprocessing/4.1 House_Price.csv.csv

53.49KB

5. Data Preprocessing/5. Project Exercise 1.html

431B

5. Data Preprocessing/5.1 Movie_collection_train.csv.csv

43.31KB

5. Data Preprocessing/6. Univariate Analysis and EDD.mp4

27.29MB

5. Data Preprocessing/6. Univariate Analysis and EDD.vtt

3.1KB

5. Data Preprocessing/7. EDD in R.mp4

112.26MB

5. Data Preprocessing/7. EDD in R.vtt

10.07KB

5. Data Preprocessing/8. Project Exercise 2.html

177B

5. Data Preprocessing/9. Outlier Treatment.mp4

27.76MB

5. Data Preprocessing/9. Outlier Treatment.vtt

3.99KB

5. Data Preprocessing/10. Outlier Treatment in R.mp4

37.97MB

5. Data Preprocessing/10. Outlier Treatment in R.vtt

3.81KB

5. Data Preprocessing/11. Project Exercise 3.html

233B

5. Data Preprocessing/12. Missing Value imputation.mp4

27.56MB

5. Data Preprocessing/12. Missing Value imputation.vtt

3.61KB

5. Data Preprocessing/13. Missing Value imputation in R.mp4

31.76MB

5. Data Preprocessing/13. Missing Value imputation in R.vtt

3.07KB

5. Data Preprocessing/14. Project Exercise 4.html

238B

5. Data Preprocessing/15. Seasonality in Data.mp4

20.89MB

5. Data Preprocessing/15. Seasonality in Data.vtt

3.3KB

5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4

113.76MB

5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.vtt

16.09KB

5. Data Preprocessing/17. Variable transformation in R.mp4

67.85MB

5. Data Preprocessing/17. Variable transformation in R.vtt

7.98KB

5. Data Preprocessing/18. Project Exercise 5.html

286B

5. Data Preprocessing/19. Non Usable Variables.mp4

23.95MB

5. Data Preprocessing/19. Non Usable Variables.vtt

4.8KB

5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4

40.61MB

5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt

4.31KB

5. Data Preprocessing/21. Dummy variable creation in R.mp4

52.26MB

5. Data Preprocessing/21. Dummy variable creation in R.vtt

4.54KB

5. Data Preprocessing/22. Project Exercise 6.html

202B

5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4

81.28MB

5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.vtt

9.75KB

5. Data Preprocessing/24. Correlation Matrix in R.mp4

95.05MB

5. Data Preprocessing/24. Correlation Matrix in R.vtt

8.06KB

5. Data Preprocessing/25. Project Exercise 7.html

288B

6. Linear Regression Model/1. The problem statement.mp4

10.67MB

6. Linear Regression Model/1. The problem statement.vtt

1.44KB

6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.mp4

50.23MB

6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.vtt

8.74KB

6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.mp4

104.43MB

6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.vtt

13.99KB

6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.mp4

49.73MB

6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.vtt

7.06KB

6. Linear Regression Model/5. Simple Linear Regression in R.mp4

50.59MB

6. Linear Regression Model/5. Simple Linear Regression in R.vtt

7.1KB

6. Linear Regression Model/6. Project Exercise 8.html

322B

6. Linear Regression Model/7. Multiple Linear Regression.mp4

38.91MB

6. Linear Regression Model/7. Multiple Linear Regression.vtt

5.08KB

6. Linear Regression Model/8. The F - statistic.mp4

64.16MB

6. Linear Regression Model/8. The F - statistic.vtt

7.98KB

6. Linear Regression Model/9. Interpreting result for categorical Variable.mp4

27.15MB

6. Linear Regression Model/9. Interpreting result for categorical Variable.vtt

4.68KB

6. Linear Regression Model/10. Multiple Linear Regression in R.mp4

73.09MB

6. Linear Regression Model/10. Multiple Linear Regression in R.vtt

7.13KB

6. Linear Regression Model/11. Project Exercise 9.html

327B

6. Linear Regression Model/12. Test-Train split.mp4

49.15MB

6. Linear Regression Model/12. Test-Train split.vtt

8.95KB

6. Linear Regression Model/13. Bias Variance trade-off.mp4

29.58MB

6. Linear Regression Model/13. Bias Variance trade-off.vtt

5.69KB

6. Linear Regression Model/14. Test-Train Split in R.mp4

91.04MB

6. Linear Regression Model/14. Test-Train Split in R.vtt

7.33KB

6. Linear Regression Model/15. Linear models other than OLS.mp4

19.18MB

6. Linear Regression Model/15. Linear models other than OLS.vtt

3.87KB

6. Linear Regression Model/16. Subset Selection techniques.mp4

87.11MB

6. Linear Regression Model/16. Subset Selection techniques.vtt

11.24KB

6. Linear Regression Model/17. Subset selection in R.mp4

76.61MB

6. Linear Regression Model/17. Subset selection in R.vtt

6.69KB

6. Linear Regression Model/18. Project Exercise 10.html

199B

6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.mp4

38.67MB

6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.vtt

7.18KB

[ FreeCourseWeb.com ] Support Us.url

173B

6. Linear Regression Model/20. Ridge regression and Lasso in R.vtt

9.86KB

6. Linear Regression Model/21. Project Exercise 11.html

398B

6. Linear Regression Model/22. Final Project Exercise.html

329B

6. Linear Regression Model/22.1 Movie_collection_test.csv.csv

11.72KB

6. Linear Regression Model/23. Course Conclusion.html

1.67KB

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