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1. Introduction/1. Welcome to the course!.mp4
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1. Introduction/1. Welcome to the course!.vtt
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1. Introduction/2. Course contents.mp4
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2. Basics of Statistics/1. Types of Data.mp4
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2. Basics of Statistics/3. Describing data Graphically.mp4
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2. Basics of Statistics/4. Measures of Centers.mp4
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2. Basics of Statistics/5.1 Exercise 1.pdf.pdf
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2. Basics of Statistics/6. Measures of Dispersion.mp4
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3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4
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56.46MB
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48.87MB
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4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4
123.89MB
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16.3KB
4. Introduction to Machine Learning/2. Building a Machine Learning Model.mp4
45.26MB
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8.59KB
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5. Data Preprocessing/10. Outlier Treatment in Python.mp4
86.57MB
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233B
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27.56MB
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3.57KB
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238B
5. Data Preprocessing/15. Seasonality in Data.mp4
20.89MB
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3.3KB
5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4
113.73MB
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16.09KB
5. Data Preprocessing/17. Variable transformation and deletion in Python.mp4
53.4MB
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6.49KB
5. Data Preprocessing/18. Project Exercise 5.html
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5. Data Preprocessing/19. Non-usable variables.mp4
23.94MB
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4.8KB
5. Data Preprocessing/1. Gathering Business Knowledge.mp4
25.11MB
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3.45KB
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4
40.62MB
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4.31KB
5. Data Preprocessing/21. Dummy variable creation in Python.mp4
33.89MB
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5. Data Preprocessing/21. Dummy variable creation in Python.vtt
4.76KB
5. Data Preprocessing/22. Project Exercise 6.html
202B
5. Data Preprocessing/23. Correlation Analysis.mp4
81.3MB
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9.75KB
5. Data Preprocessing/24. Correlation Analysis in Python.mp4
68.02MB
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5. Data Preprocessing/24. Correlation Analysis in Python.vtt
5.81KB
5. Data Preprocessing/25. Project Exercise 7.html
288B
5. Data Preprocessing/2. Data Exploration.mp4
23.41MB
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5. Data Preprocessing/2. Data Exploration.vtt
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5. Data Preprocessing/3.1 House_Price.csv.csv
53.49KB
5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4
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53.49KB
5. Data Preprocessing/4. Importing Data in Python.mp4
32.46MB
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5. Data Preprocessing/5.1 Movie_collection_train.csv.csv
43.31KB
5. Data Preprocessing/5. Project exercise 1.html
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5. Data Preprocessing/6. Univariate analysis and EDD.mp4
27.29MB
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5. Data Preprocessing/7. EDD in Python.mp4
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5. Data Preprocessing/8. Project Exercise 2.html
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5. Data Preprocessing/9. Outlier Treatment.mp4
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5. Data Preprocessing/9. Outlier Treatment.vtt
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6. Linear Regression/10. Multiple Linear Regression in Python.mp4
88.13MB
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6. Linear Regression/10. Multiple Linear Regression in Python.vtt
10.81KB
6. Linear Regression/11. Project Exercise 9.html
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6. Linear Regression/12. Test-train split.mp4
49.13MB
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6. Linear Regression/13. Bias Variance trade-off.mp4
29.59MB
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6. Linear Regression/14. Test train split in Python.mp4
57.77MB
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6. Linear Regression/15. Linear models other than OLS.mp4
19.18MB
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6. Linear Regression/15. Linear models other than OLS.vtt
3.87KB
6. Linear Regression/16. Subset selection techniques.mp4
87.14MB
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6. Linear Regression/16. Subset selection techniques.vtt
11.24KB
6. Linear Regression/17. Shrinkage methods Ridge and Lasso.mp4
52.49MB
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6. Linear Regression/18. Ridge regression and Lasso in Python.mp4
252.01MB
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6. Linear Regression/19. Project Exercise 10.html
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6. Linear Regression/1. The Problem Statement.mp4
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6. Linear Regression/1. The Problem Statement.vtt
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6. Linear Regression/20.1 Movie_collection_test.csv.csv
11.72KB
6. Linear Regression/20. Final Project Exercise.html
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6. Linear Regression/21. Course Conclusion.html
1.63KB
6. Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4
50.26MB
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6. Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.vtt
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6. Linear Regression/3. Simple Linear Regression in Python.mp4
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6. Linear Regression/3. Simple Linear Regression in Python.vtt
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6. Linear Regression/4. Project Exercise 8.html
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6. Linear Regression/5. Assessing accuracy of predicted coefficients.mp4
104.41MB
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6. Linear Regression/5. Assessing accuracy of predicted coefficients.vtt
13.99KB
6. Linear Regression/6. Assessing Model Accuracy RSE and R squared.mp4
49.71MB
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6. Linear Regression/6. Assessing Model Accuracy RSE and R squared.vtt
7.06KB
6. Linear Regression/7. Multiple Linear Regression.mp4
38.9MB
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6. Linear Regression/7. Multiple Linear Regression.vtt
5.08KB
6. Linear Regression/8. The F - statistic.mp4
64.12MB
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6. Linear Regression/8. The F - statistic.vtt
7.98KB
6. Linear Regression/9. Interpreting results of Categorical variables.mp4
27.13MB
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6. Linear Regression/9. Interpreting results of Categorical variables.vtt
4.68KB
Discuss.FTUForum.com.html
31.89KB
FreeCoursesOnline.Me.html
108.3KB
FTUForum.com.html
100.44KB
How you can help Team-FTU.txt
235B
[TGx]Downloaded from torrentgalaxy.org.txt
524B
Torrent Downloaded From GloDls.to.txt
84B
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