[DesireCourse Com] Udemy - Machine Learning Basics Building Regression Model in Python
File List
| File | Size |
|---|---|
| 1. Introduction/1. Welcome to the course!.mp4 | 16.27 MB |
| 1. Introduction/1. Welcome to the course!.vtt | 3.24 KB |
| 1. Introduction/2. Course contents.mp4 | 47.85 MB |
| 1. Introduction/2. Course contents.vtt | 8.04 KB |
| 1. Introduction/2.1 00_Introduction_01.pdf.pdf | 791.49 KB |
| 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/1.1 01_01_Lecture_TypesOfData.pdf.pdf | 177.74 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/2.1 01_02_Lecture_TypesOfStatistics.pdf.pdf | 171.73 KB |
| 2. Basics of Statistics/3. Describing data Graphically.mp4 | 82.21 MB |
| 2. Basics of Statistics/3. Describing data Graphically.vtt | 11.3 KB |
| 2. Basics of Statistics/3.1 01_03_Lecture_DataSummaryandGraph.pdf.pdf | 317.85 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/4.1 01_04_Lecture_Centers.pdf.pdf | 312.98 KB |
| 2. Basics of Statistics/5. Practice Exercise 1.html | 357 B |
| 2. Basics of Statistics/5.1 Exercise 1.pdf.pdf | 553.83 KB |
| 2. Basics of Statistics/6. Measures of Dispersion.mp4 | 28.39 MB |
| 2. Basics of Statistics/6. Measures of Dispersion.vtt | 4.72 KB |
| 2. Basics of Statistics/6.1 01_05_Lecture_Dispersion.pdf.pdf | 210.55 KB |
| 2. Basics of Statistics/7. Practice Exercise 2.html | 300 B |
| 2. Basics of Statistics/7.1 Exercise 2.pdf.pdf | 469.93 KB |
| 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 | 80.64 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 | 54.13 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/8.1 Customer.csv.csv | 64.02 KB |
| 3. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.mp4 | 48.87 MB |
| 3. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.vtt | 6.54 KB |
| 4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 | 123.9 MB |
| 4. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt | 16.3 KB |
| 4. Introduction to Machine Learning/1.1 Lecture_machineLearning.pdf.pdf | 991.61 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/2.1 Lecture_machineLearning.pdf.pdf | 991.61 KB |
| 4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html | 166 B |
| 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/1.1 03_01_PDE_Business_knowledge.pdf.pdf | 153.94 KB |
| 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/12.1 04_05_PDE_Missing_value.pdf.pdf | 315.68 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 | 20.88 MB |
| 5. Data Preprocessing/15. Seasonality in Data.vtt | 3.3 KB |
| 5. Data Preprocessing/15.1 04_07_PDE_Seasonality.pdf.pdf | 364.09 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/16.1 04_07_Variable_Transformation.pdf.pdf | 422.8 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 | 23.95 MB |
| 5. Data Preprocessing/19. Non-usable variables.vtt | 4.8 KB |
| 5. Data Preprocessing/19.1 04_08_PDE_Non_Usable_var.pdf.pdf | 138.35 KB |
| 5. Data Preprocessing/2. Data Exploration.mp4 | 23.41 MB |
| 5. Data Preprocessing/2. Data Exploration.vtt | 3.21 KB |
| 5. Data Preprocessing/2.1 03_02_PDE_Data_exploration.pdf.pdf | 322.91 KB |
| 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 | 40.63 MB |
| 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt | 4.31 KB |
| 5. Data Preprocessing/20.1 04_11_Dummy_Var.pdf.pdf | 162.97 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/23.1 04_10_Correlation.pdf.pdf | 256.91 KB |
| 5. Data Preprocessing/24. Correlation Analysis in Python.mp4 | 68.03 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/3. The Dataset and the Data Dictionary.mp4 | 78.59 MB |
| 5. Data Preprocessing/3. The Dataset and the Data Dictionary.vtt | 6.89 KB |
| 5. Data Preprocessing/3.1 03_03_PDE_Raw_Data_Analysis_Uni.pdf.pdf | 331.98 KB |
| 5. Data Preprocessing/3.2 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/4.1 House_Price.csv.csv | 53.49 KB |
| 5. Data Preprocessing/5. Project exercise 1.html | 431 B |
| 5. Data Preprocessing/5.1 Movie_collection_train.csv.csv | 43.31 KB |
| 5. Data Preprocessing/6. Univariate analysis and EDD.mp4 | 27.3 MB |
| 5. Data Preprocessing/6. Univariate analysis and EDD.vtt | 3.1 KB |
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