[DesireCourse.Com] Udemy - Machine Learning Basics Building Regression Model in Python

• [DesireCourse.Com] Udemy - Machine Learning Basics Building Regression Model in Python
• 1. Introduction/1. Welcome to the course!.mp4 16.3 MB
• 1. Introduction/1. Welcome to the course!.vtt 3.2 KB
• 1. Introduction/2. Course contents.mp4 47.8 MB
• 1. Introduction/2. Course contents.vtt 8 KB
• 1. Introduction/2.1 00_Introduction_01.pdf.pdf 791.5 KB
• 2. Basics of Statistics/1. Types of Data.mp4 25.9 MB
• 2. Basics of Statistics/1. Types of Data.vtt 4.3 KB
• 2. Basics of Statistics/1.1 01_01_Lecture_TypesOfData.pdf.pdf 177.7 KB
• 2. Basics of Statistics/2. Types of Statistics.mp4 13.2 MB
• 2. Basics of Statistics/2. Types of Statistics.vtt 2.7 KB
• 2. Basics of Statistics/2.1 01_02_Lecture_TypesOfStatistics.pdf.pdf 171.7 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/3.1 01_03_Lecture_DataSummaryandGraph.pdf.pdf 317.9 KB
• 2. Basics of Statistics/4. Measures of Centers.mp4 45.7 MB
• 2. Basics of Statistics/4. Measures of Centers.vtt 6.4 KB
• 2. Basics of Statistics/4.1 01_04_Lecture_Centers.pdf.pdf 313 KB
• 2. Basics of Statistics/5. Practice Exercise 1.html 357 B
• 2. Basics of Statistics/5.1 Exercise 1.pdf.pdf 553.8 KB
• 2. Basics of Statistics/6. Measures of Dispersion.mp4 28.4 MB
• 2. Basics of Statistics/6. Measures of Dispersion.vtt 4.7 KB
• 2. Basics of Statistics/6.1 01_05_Lecture_Dispersion.pdf.pdf 210.6 KB
• 2. Basics of Statistics/7. Practice Exercise 2.html 300 B
• 2. Basics of Statistics/7.1 Exercise 2.pdf.pdf 469.9 KB
• 3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4 18.6 MB
• 3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.vtt 2.2 KB
• 3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4 73.1 MB
• 3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.vtt 8 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 10.8 KB
• 3. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.mp4 15.9 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 80.6 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 73.7 MB
• 3. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.vtt 14.6 KB
• 3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.mp4 54.1 MB
• 3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.vtt 9.1 KB
• 3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.mp4 56.5 MB
• 3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.vtt 7.2 KB
• 3. Setting up Python and Jupyter Notebook/8.1 Customer.csv.csv 64 KB
• 3. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.mp4 48.9 MB
• 3. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.vtt 6.5 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 991.6 KB
• 4. Introduction to Machine Learning/2. Building a Machine Learning Model.mp4 45.3 MB
• 4. Introduction to Machine Learning/2. Building a Machine Learning Model.vtt 8.6 KB
• 4. Introduction to Machine Learning/2.1 Lecture_machineLearning.pdf.pdf 991.6 KB
• 4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html 166 B
• 5. Data Preprocessing/1. Gathering Business Knowledge.mp4 25.1 MB
• 5. Data Preprocessing/1. Gathering Business Knowledge.vtt 3.4 KB
• 5. Data Preprocessing/1.1 03_01_PDE_Business_knowledge.pdf.pdf 153.9 KB
• 5. Data Preprocessing/10. Outlier Treatment in Python.mp4 86.6 MB
• 5. Data Preprocessing/10. Outlier Treatment in Python.vtt 11.2 KB
• 5. Data Preprocessing/11. Project Exercise 3.html 233 B
• 5. Data Preprocessing/12. Missing Value Imputation.mp4 27.6 MB
• 5. Data Preprocessing/12. Missing Value Imputation.vtt 3.6 KB
• 5. Data Preprocessing/12.1 04_05_PDE_Missing_value.pdf.pdf 315.7 KB
• 5. Data Preprocessing/13. Missing Value Imputation in Python.mp4 28.6 MB
• 5. Data Preprocessing/13. Missing Value Imputation in Python.vtt 3.6 KB
• 5. Data Preprocessing/14. Project Exercise 4.html 238 B
• 5. Data Preprocessing/15. Seasonality in Data.mp4 20.9 MB
• 5. Data Preprocessing/15. Seasonality in Data.vtt 3.3 KB
• 5. Data Preprocessing/15.1 04_07_PDE_Seasonality.pdf.pdf 364.1 KB
• 5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4 113.7 MB
• 5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.vtt 16.1 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 6.5 KB
• 5. Data Preprocessing/18. Project Exercise 5.html 285 B
• 5. Data Preprocessing/19. Non-usable variables.mp4 23.9 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 138.3 KB
• 5. Data Preprocessing/2. Data Exploration.mp4 23.4 MB
• 5. Data Preprocessing/2. Data Exploration.vtt 3.2 KB
• 5. Data Preprocessing/2.1 03_02_PDE_Data_exploration.pdf.pdf 322.9 KB
• 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 40.6 MB
• 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt 4.3 KB
• 5. Data Preprocessing/20.1 04_11_Dummy_Var.pdf.pdf 163 KB
• 5. Data Preprocessing/21. Dummy variable creation in Python.mp4 33.9 MB
• 5. Data Preprocessing/21. Dummy variable creation in Python.vtt 4.8 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 9.7 KB
• 5. Data Preprocessing/23.1 04_10_Correlation.pdf.pdf 256.9 KB
• 5. Data Preprocessing/24. Correlation Analysis in Python.mp4 68 MB
• 5. Data Preprocessing/24. Correlation Analysis in Python.vtt 5.8 KB
• 5. Data Preprocessing/25. Project Exercise 7.html 288 B
• 5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4 78.6 MB
• 5. Data Preprocessing/3. The Dataset and the Data Dictionary.vtt 6.9 KB
• 5. Data Preprocessing/3.1 03_03_PDE_Raw_Data_Analysis_Uni.pdf.pdf 332 KB
• 5. Data Preprocessing/3.2 House_Price.csv.csv 53.5 KB
• 5. Data Preprocessing/4. Importing Data in Python.mp4 32.5 MB
• 5. Data Preprocessing/4. Importing Data in Python.vtt 4.9 KB
• 5. Data Preprocessing/4.1 House_Price.csv.csv 53.5 KB
• 5. Data Preprocessing/5. Project exercise 1.html 431 B
• 5. Data Preprocessing/5.1 Movie_collection_train.csv.csv 43.3 KB
• 5. Data Preprocessing/6. Univariate analysis and EDD.mp4 27.3 MB

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