[FTUForum com] [UDEMY] Machine Learning Basics Building Regression Model in Python [FTU]
File List
| File | Size |
|---|---|
| 1. Introduction/1. Welcome to the course!.mp4 | 20.6 MB |
| 1. Introduction/1. Welcome to the course!.vtt | 2.63 KB |
| 1. Introduction/2. Course contents.mp4 | 63.9 MB |
| 2. Basics of Statistics/1. Types of Data.mp4 | 25.86 MB |
| 2. Basics of Statistics/1. Types of Data.vtt | 4.32 KB |
| 2. Basics of Statistics/2. Types of Statistics.mp4 | 13.23 MB |
| 2. Basics of Statistics/2. Types of Statistics.vtt | 2.68 KB |
| 2. Basics of Statistics/3. Describing data Graphically.mp4 | 82.2 MB |
| 2. Basics of Statistics/3. Describing data Graphically.vtt | 11.3 KB |
| 2. Basics of Statistics/4. Measures of Centers.mp4 | 45.67 MB |
| 2. Basics of Statistics/4. Measures of Centers.vtt | 6.42 KB |
| 2. Basics of Statistics/5.1 Exercise 1.pdf.pdf | 553.83 KB |
| 2. Basics of Statistics/5. Practice Exercise 1.html | 357 B |
| 2. Basics of Statistics/6. Measures of Dispersion.mp4 | 28.38 MB |
| 2. Basics of Statistics/6. Measures of Dispersion.vtt | 4.72 KB |
| 2. Basics of Statistics/7.1 Exercise 2.pdf.pdf | 469.93 KB |
| 2. Basics of Statistics/7. Practice Exercise 2.html | 300 B |
| 3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4 | 18.61 MB |
| 3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.vtt | 2.25 KB |
| 3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4 | 73.07 MB |
| 3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.vtt | 7.98 KB |
| 3. Setting up Python and Jupyter Notebook/3. Introduction to Jupyter.mp4 | 51.3 MB |
| 3. Setting up Python and Jupyter Notebook/3. Introduction to Jupyter.vtt | 10.77 KB |
| 3. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.mp4 | 15.92 MB |
| 3. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.vtt | 3.5 KB |
| 3. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.mp4 | 80.63 MB |
| 3. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.vtt | 14.3 KB |
| 3. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.mp4 | 73.67 MB |
| 3. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.vtt | 14.62 KB |
| 3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.mp4 | 54.12 MB |
| 3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.vtt | 9.12 KB |
| 3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.mp4 | 56.46 MB |
| 3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.vtt | 7.24 KB |
| 3. Setting up Python and Jupyter Notebook/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 |
| 4. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt | 16.3 KB |
| 4. Introduction to Machine Learning/2. Building a Machine Learning Model.mp4 | 45.26 MB |
| 4. Introduction to Machine Learning/2. Building a Machine Learning Model.vtt | 8.59 KB |
| 4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html | 166 B |
| 5. Data Preprocessing/10. Outlier Treatment in Python.mp4 | 86.57 MB |
| 5. Data Preprocessing/10. Outlier Treatment in Python.vtt | 11.17 KB |
| 5. Data Preprocessing/11. Project Exercise 3.html | 233 B |
| 5. Data Preprocessing/12. Missing Value Imputation.mp4 | 27.56 MB |
| 5. Data Preprocessing/12. Missing Value Imputation.vtt | 3.61 KB |
| 5. Data Preprocessing/13. Missing Value Imputation in Python.mp4 | 28.59 MB |
| 5. Data Preprocessing/13. Missing Value Imputation in Python.vtt | 3.57 KB |
| 5. Data Preprocessing/14. Project Exercise 4.html | 238 B |
| 5. Data Preprocessing/15. Seasonality in Data.mp4 | 20.89 MB |
| 5. Data Preprocessing/15. Seasonality in Data.vtt | 3.3 KB |
| 5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4 | 113.73 MB |
| 5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.vtt | 16.09 KB |
| 5. Data Preprocessing/17. Variable transformation and deletion in Python.mp4 | 53.4 MB |
| 5. Data Preprocessing/17. Variable transformation and deletion in Python.vtt | 6.49 KB |
| 5. Data Preprocessing/18. Project Exercise 5.html | 285 B |
| 5. Data Preprocessing/19. Non-usable variables.mp4 | 23.94 MB |
| 5. Data Preprocessing/19. Non-usable variables.vtt | 4.8 KB |
| 5. Data Preprocessing/1. Gathering Business Knowledge.mp4 | 25.11 MB |
| 5. Data Preprocessing/1. Gathering Business Knowledge.vtt | 3.45 KB |
| 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 | 40.62 MB |
| 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt | 4.31 KB |
| 5. Data Preprocessing/21. Dummy variable creation in Python.mp4 | 33.89 MB |
| 5. Data Preprocessing/21. Dummy variable creation in Python.vtt | 4.76 KB |
| 5. Data Preprocessing/22. Project Exercise 6.html | 202 B |
| 5. Data Preprocessing/23. Correlation Analysis.mp4 | 81.3 MB |
| 5. Data Preprocessing/23. Correlation Analysis.vtt | 9.75 KB |
| 5. Data Preprocessing/24. Correlation Analysis in Python.mp4 | 68.02 MB |
| 5. Data Preprocessing/24. Correlation Analysis in Python.vtt | 5.81 KB |
| 5. Data Preprocessing/25. Project Exercise 7.html | 288 B |
| 5. Data Preprocessing/2. Data Exploration.mp4 | 23.41 MB |
| 5. Data Preprocessing/2. Data Exploration.vtt | 3.21 KB |
| 5. Data Preprocessing/3.1 House_Price.csv.csv | 53.49 KB |
| 5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4 | 78.58 MB |
| 5. Data Preprocessing/3. The Dataset and the Data Dictionary.vtt | 6.89 KB |
| 5. Data Preprocessing/4.1 House_Price.csv.csv | 53.49 KB |
| 5. Data Preprocessing/4. Importing Data in Python.mp4 | 32.46 MB |
| 5. Data Preprocessing/4. Importing Data in Python.vtt | 4.89 KB |
| 5. Data Preprocessing/5.1 Movie_collection_train.csv.csv | 43.31 KB |
| 5. Data Preprocessing/5. Project exercise 1.html | 431 B |
| 5. Data Preprocessing/6. Univariate analysis and EDD.mp4 | 27.29 MB |
| 5. Data Preprocessing/6. Univariate analysis and EDD.vtt | 3.1 KB |
| 5. Data Preprocessing/7. EDD in Python.mp4 | 75.07 MB |
| 5. Data Preprocessing/7. EDD in Python.vtt | 9 KB |
| 5. Data Preprocessing/8. Project Exercise 2.html | 177 B |
| 5. Data Preprocessing/9. Outlier Treatment.mp4 | 27.78 MB |
| 5. Data Preprocessing/9. Outlier Treatment.vtt | 3.99 KB |
| 6. Linear Regression/10. Multiple Linear Regression in Python.mp4 | 88.13 MB |
| 6. Linear Regression/10. Multiple Linear Regression in Python.vtt | 10.81 KB |
| 6. Linear Regression/11. Project Exercise 9.html | 327 B |
| 6. Linear Regression/12. Test-train split.mp4 | 49.13 MB |
| 6. Linear Regression/13. Bias Variance trade-off.mp4 | 29.59 MB |
| 6. Linear Regression/14. Test train split in Python.mp4 | 57.77 MB |
| 6. Linear Regression/15. Linear models other than OLS.mp4 | 19.18 MB |
| 6. Linear Regression/15. Linear models other than OLS.vtt | 3.87 KB |
| 6. Linear Regression/16. Subset selection techniques.mp4 | 87.14 MB |
| 6. Linear Regression/16. Subset selection techniques.vtt | 11.24 KB |
| 6. Linear Regression/17. Shrinkage methods Ridge and Lasso.mp4 | 52.49 MB |
| 6. Linear Regression/17. Shrinkage methods Ridge and Lasso.vtt | 7.18 KB |
| 6. Linear Regression/18. Ridge regression and Lasso in Python.mp4 | 252.01 MB |
| 6. Linear Regression/19. Project Exercise 10.html | 424 B |
| 6. Linear Regression/1. The Problem Statement.mp4 | 14.85 MB |
Trackers
No trackers found.