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[FTUForum com] [UDEMY] Machine Learning Basics Building Regression Model in Python [FTU]

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[FTUForum com] [UDEMY] Machine Learning Basics Building Regression Model in Python [FTU]

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Name:[FTUForum com] [UDEMY] Machine Learning Basics Building Regression Model in Python [FTU]

Infohash: 9D1AC7B3551F437C84BC0620165919088ABA8C60

Total Size: 2.79 GB

Seeds: 1

Leechers: 0

Stream: Watch Full Movie @ Movie4u

Last Updated: 2022-01-24 10:24:33 (Update Now)

Torrent added: 2019-04-12 20:00:15






Torrent Files List


1. Introduction (Size: 2.79 GB) (Files: 125)

 1. Introduction

  1. Welcome to the course!.mp4

20.60 MB

  1. Welcome to the course!.vtt

2.63 KB

  2. Course contents.mp4

63.90 MB

 2. Basics of Statistics

  1. Types of Data.mp4

25.86 MB

  1. Types of Data.vtt

4.32 KB

  2. Types of Statistics.mp4

13.23 MB

  2. Types of Statistics.vtt

2.68 KB

  3. Describing data Graphically.mp4

82.20 MB

  3. Describing data Graphically.vtt

11.30 KB

  4. Measures of Centers.mp4

45.67 MB

  4. Measures of Centers.vtt

6.42 KB

  5.1 Exercise 1.pdf.pdf

553.83 KB

  5. Practice Exercise 1.html

0.35 KB

  6. Measures of Dispersion.mp4

28.38 MB

  6. Measures of Dispersion.vtt

4.72 KB

  7.1 Exercise 2.pdf.pdf

469.93 KB

  7. Practice Exercise 2.html

0.29 KB

 3. Setting up Python and Jupyter Notebook

  1. Installing Python and Anaconda.mp4

18.61 MB

  1. Installing Python and Anaconda.vtt

2.25 KB

  2. Opening Jupyter Notebook.mp4

73.07 MB

  2. Opening Jupyter Notebook.vtt

7.98 KB

  3. Introduction to Jupyter.mp4

51.30 MB

  3. Introduction to Jupyter.vtt

10.77 KB

  4. Arithmetic operators in Python Python Basics.mp4

15.92 MB

  4. Arithmetic operators in Python Python Basics.vtt

3.50 KB

  5. Strings in Python Python Basics.mp4

80.63 MB

  5. Strings in Python Python Basics.vtt

14.30 KB

  6. Lists, Tuples and Directories Python Basics.mp4

73.67 MB

  6. Lists, Tuples and Directories Python Basics.vtt

14.62 KB

  7. Working with Numpy Library of Python.mp4

54.12 MB

  7. Working with Numpy Library of Python.vtt

9.12 KB

  8. Working with Panda Library of Python.mp4

56.46 MB

  8. Working with Panda Library of Python.vtt

7.24 KB

  9. Working with Seaborn Library of Python.mp4

48.87 MB

 4. Introduction to Machine Learning

  1. Introduction to Machine Learning.mp4

123.89 MB

  1. Introduction to Machine Learning.vtt

16.30 KB

  2. Building a Machine Learning Model.mp4

45.26 MB

  2. Building a Machine Learning Model.vtt

8.59 KB

  3. Introduction to Machine learning quiz.html

0.16 KB

 5. Data Preprocessing

  10. Outlier Treatment in Python.mp4

86.57 MB

  10. Outlier Treatment in Python.vtt

11.17 KB

  11. Project Exercise 3.html

0.23 KB

  12. Missing Value Imputation.mp4

27.56 MB

  12. Missing Value Imputation.vtt

3.61 KB

  13. Missing Value Imputation in Python.mp4

28.59 MB

  13. Missing Value Imputation in Python.vtt

3.57 KB

  14. Project Exercise 4.html

0.23 KB

  15. Seasonality in Data.mp4

20.89 MB

  15. Seasonality in Data.vtt

3.30 KB

  16. Bi-variate analysis and Variable transformation.mp4

113.73 MB

  16. Bi-variate analysis and Variable transformation.vtt

16.09 KB

  17. Variable transformation and deletion in Python.mp4

53.40 MB

  17. Variable transformation and deletion in Python.vtt

6.49 KB

  18. Project Exercise 5.html

0.28 KB

  19. Non-usable variables.mp4

23.94 MB

  19. Non-usable variables.vtt

4.80 KB

  1. Gathering Business Knowledge.mp4

25.11 MB

  1. Gathering Business Knowledge.vtt

3.45 KB

  20. Dummy variable creation Handling qualitative data.mp4

40.62 MB

  20. Dummy variable creation Handling qualitative data.vtt

4.31 KB

  21. Dummy variable creation in Python.mp4

33.89 MB

  21. Dummy variable creation in Python.vtt

4.76 KB

  22. Project Exercise 6.html

0.20 KB

  23. Correlation Analysis.mp4

81.30 MB

  23. Correlation Analysis.vtt

9.75 KB

  24. Correlation Analysis in Python.mp4

68.02 MB

  24. Correlation Analysis in Python.vtt

5.81 KB

  25. Project Exercise 7.html

0.28 KB

  2. Data Exploration.mp4

23.41 MB

  2. Data Exploration.vtt

3.21 KB

  3.1 House_Price.csv.csv

53.49 KB

  3. The Dataset and the Data Dictionary.mp4

78.58 MB

  3. The Dataset and the Data Dictionary.vtt

6.89 KB

  4.1 House_Price.csv.csv

53.49 KB

  4. Importing Data in Python.mp4

32.46 MB

  4. Importing Data in Python.vtt

4.89 KB

  5.1 Movie_collection_train.csv.csv

43.31 KB

  5. Project exercise 1.html

0.42 KB

  6. Univariate analysis and EDD.mp4

27.29 MB

  6. Univariate analysis and EDD.vtt

3.10 KB

  7. EDD in Python.mp4

75.07 MB

  7. EDD in Python.vtt

9.00 KB

  8. Project Exercise 2.html

0.17 KB

  9. Outlier Treatment.mp4

27.78 MB

  9. Outlier Treatment.vtt

3.99 KB

 6. Linear Regression

  10. Multiple Linear Regression in Python.mp4

88.13 MB

  10. Multiple Linear Regression in Python.vtt

10.81 KB

  11. Project Exercise 9.html

0.32 KB

  12. Test-train split.mp4

49.13 MB

  13. Bias Variance trade-off.mp4

29.59 MB

  14. Test train split in Python.mp4

57.77 MB

  15. Linear models other than OLS.mp4

19.18 MB

  15. Linear models other than OLS.vtt

3.87 KB

  16. Subset selection techniques.mp4

87.14 MB

  16. Subset selection techniques.vtt

11.24 KB

  17. Shrinkage methods Ridge and Lasso.mp4

52.49 MB

  17. Shrinkage methods Ridge and Lasso.vtt

7.18 KB

  18. Ridge regression and Lasso in Python.mp4

252.01 MB

  19. Project Exercise 10.html

0.41 KB

  1. The Problem Statement.mp4

14.85 MB

  1. The Problem Statement.vtt

1.44 KB

  20.1 Movie_collection_test.csv.csv

11.72 KB

  20. Final Project Exercise.html

0.29 KB

  21. Course Conclusion.html

1.63 KB

  2. Basic Equations and Ordinary Least Squares (OLS) method.mp4

50.26 MB

  2. Basic Equations and Ordinary Least Squares (OLS) method.vtt

8.74 KB

  3. Simple Linear Regression in Python.mp4

78.63 MB

  3. Simple Linear Regression in Python.vtt

9.82 KB

  4. Project Exercise 8.html

0.31 KB

  5. Assessing accuracy of predicted coefficients.mp4

104.41 MB

  5. Assessing accuracy of predicted coefficients.vtt

13.99 KB

  6. Assessing Model Accuracy RSE and R squared.mp4

49.71 MB

  6. Assessing Model Accuracy RSE and R squared.vtt

7.06 KB

  7. Multiple Linear Regression.mp4

38.90 MB

  7. Multiple Linear Regression.vtt

5.08 KB

  8. The F - statistic.mp4

64.12 MB

  8. The F - statistic.vtt

7.98 KB

  9. Interpreting results of Categorical variables.mp4

27.13 MB

  9. Interpreting results of Categorical variables.vtt

4.68 KB

 Discuss.FTUForum.com.html

31.89 KB

 FreeCoursesOnline.Me.html

108.30 KB

 FTUForum.com.html

100.44 KB

 How you can help Team-FTU.txt

0.23 KB

 [TGx]Downloaded from torrentgalaxy.org.txt

0.51 KB

 Torrent Downloaded From GloDls.to.txt

0.08 KB
 

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