[FreeCourseSite com] Udemy - Linear Regression and Logistic Regression in Python
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.ME].url | 122 B |
| 0. Websites you may like/[FCS Forum].url | 133 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 1. Introduction/1. Introduction.mp4 | 24.74 MB |
| 1. Introduction/1. Introduction.srt | 3.67 KB |
| 1. Introduction/2. Course Resources.html | 388 B |
| 2. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.mp4 | 16.26 MB |
| 2. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.srt | 2.65 KB |
| 2. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.mp4 | 40.35 MB |
| 2. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.srt | 8.6 KB |
| 2. Setting up Python and Python Crash Course/2. This is a milestone!.mp4 | 20.64 MB |
| 2. Setting up Python and Python Crash Course/2. This is a milestone!.srt | 3.78 KB |
| 2. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.mp4 | 65.2 MB |
| 2. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.srt | 9.84 KB |
| 2. Setting up Python and Python Crash Course/4. Introduction to Jupyter.mp4 | 40.92 MB |
| 2. Setting up Python and Python Crash Course/4. Introduction to Jupyter.srt | 13.2 KB |
| 2. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.mp4 | 12.74 MB |
| 2. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.srt | 4.44 KB |
| 2. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.mp4 | 64.43 MB |
| 2. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.srt | 17.97 KB |
| 2. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.mp4 | 60.33 MB |
| 2. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.srt | 20.11 KB |
| 2. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.mp4 | 43.87 MB |
| 2. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.srt | 11.85 KB |
| 2. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.mp4 | 46.89 MB |
| 2. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.srt | 10.12 KB |
| 3. Basics of Statistics/1. Types of Data.mp4 | 21.76 MB |
| 3. Basics of Statistics/1. Types of Data.srt | 5.04 KB |
| 3. Basics of Statistics/2. Types of Statistics.mp4 | 10.93 MB |
| 3. Basics of Statistics/2. Types of Statistics.srt | 3.17 KB |
| 3. Basics of Statistics/3. Describing data Graphically.mp4 | 65.35 MB |
| 3. Basics of Statistics/3. Describing data Graphically.srt | 12.77 KB |
| 3. Basics of Statistics/4. Measures of Centers.mp4 | 38.58 MB |
| 3. Basics of Statistics/4. Measures of Centers.srt | 7.87 KB |
| 3. Basics of Statistics/5. Measures of Dispersion.mp4 | 22.86 MB |
| 3. Basics of Statistics/5. Measures of Dispersion.srt | 5.23 KB |
| 4. Data Preprocessing before building Linear Regression Model/1. Gathering Business Knowledge.mp4 | 22.29 MB |
| 4. Data Preprocessing before building Linear Regression Model/1. Gathering Business Knowledge.srt | 4.14 KB |
| 4. Data Preprocessing before building Linear Regression Model/10. Missing Value Imputation in Python.mp4 | 23.41 MB |
| 4. Data Preprocessing before building Linear Regression Model/10. Missing Value Imputation in Python.srt | 4.77 KB |
| 4. Data Preprocessing before building Linear Regression Model/11. Seasonality in Data.mp4 | 17.03 MB |
| 4. Data Preprocessing before building Linear Regression Model/11. Seasonality in Data.srt | 3.97 KB |
| 4. Data Preprocessing before building Linear Regression Model/12. Bi-variate analysis and Variable transformation.mp4 | 100.42 MB |
| 4. Data Preprocessing before building Linear Regression Model/12. Bi-variate analysis and Variable transformation.srt | 19.33 KB |
| 4. Data Preprocessing before building Linear Regression Model/13. Variable transformation and deletion in Python.mp4 | 44.1 MB |
| 4. Data Preprocessing before building Linear Regression Model/13. Variable transformation and deletion in Python.srt | 9.02 KB |
| 4. Data Preprocessing before building Linear Regression Model/14. Non-usable variables.mp4 | 20.24 MB |
| 4. Data Preprocessing before building Linear Regression Model/14. Non-usable variables.srt | 6.03 KB |
| 4. Data Preprocessing before building Linear Regression Model/15. Dummy variable creation Handling qualitative data.mp4 | 36.81 MB |
| 4. Data Preprocessing before building Linear Regression Model/15. Dummy variable creation Handling qualitative data.srt | 5.77 KB |
| 4. Data Preprocessing before building Linear Regression Model/16. Dummy variable creation in Python.mp4 | 26.53 MB |
| 4. Data Preprocessing before building Linear Regression Model/16. Dummy variable creation in Python.srt | 6.21 KB |
| 4. Data Preprocessing before building Linear Regression Model/17. Correlation Analysis.mp4 | 71.58 MB |
| 4. Data Preprocessing before building Linear Regression Model/17. Correlation Analysis.srt | 11.91 KB |
| 4. Data Preprocessing before building Linear Regression Model/18. Correlation Analysis in Python.mp4 | 55.31 MB |
| 4. Data Preprocessing before building Linear Regression Model/18. Correlation Analysis in Python.srt | 6.96 KB |
| 4. Data Preprocessing before building Linear Regression Model/19. Quiz.html | 212 B |
| 4. Data Preprocessing before building Linear Regression Model/2. Data Exploration.mp4 | 20.51 MB |
| 4. Data Preprocessing before building Linear Regression Model/2. Data Exploration.srt | 3.88 KB |
| 4. Data Preprocessing before building Linear Regression Model/3. The Dataset and the Data Dictionary.mp4 | 69.37 MB |
| 4. Data Preprocessing before building Linear Regression Model/3. The Dataset and the Data Dictionary.srt | 8.75 KB |
| 4. Data Preprocessing before building Linear Regression Model/4. Importing Data in Python.mp4 | 27.83 MB |
| 4. Data Preprocessing before building Linear Regression Model/4. Importing Data in Python.srt | 6.45 KB |
| 4. Data Preprocessing before building Linear Regression Model/5. Univariate analysis and EDD.mp4 | 24.22 MB |
| 4. Data Preprocessing before building Linear Regression Model/5. Univariate analysis and EDD.srt | 3.97 KB |
| 4. Data Preprocessing before building Linear Regression Model/6. EDD in Python.mp4 | 61.79 MB |
| 4. Data Preprocessing before building Linear Regression Model/6. EDD in Python.srt | 11.61 KB |
| 4. Data Preprocessing before building Linear Regression Model/7. Outlier Treatment.mp4 | 24.5 MB |
| 4. Data Preprocessing before building Linear Regression Model/7. Outlier Treatment.srt | 5.09 KB |
| 4. Data Preprocessing before building Linear Regression Model/8. Outlier Treatment in Python.mp4 | 70.24 MB |
| 4. Data Preprocessing before building Linear Regression Model/8. Outlier Treatment in Python.srt | 14.12 KB |
| 4. Data Preprocessing before building Linear Regression Model/9. Missing Value Imputation.mp4 | 24.99 MB |
| 4. Data Preprocessing before building Linear Regression Model/9. Missing Value Imputation.srt | 4.23 KB |
| 5. Building the Linear Regression Model/1. The Problem Statement.mp4 | 9.37 MB |
| 5. Building the Linear Regression Model/1. The Problem Statement.srt | 1.66 KB |
| 5. Building the Linear Regression Model/10. Test-train split.mp4 | 41.86 MB |
| 5. Building the Linear Regression Model/10. Test-train split.srt | 10.88 KB |
| 5. Building the Linear Regression Model/11. Bias Variance trade-off.mp4 | 25.09 MB |
| 5. Building the Linear Regression Model/11. Bias Variance trade-off.srt | 6.95 KB |
| 5. Building the Linear Regression Model/12. More about test-train split.html | 559 B |
| 5. Building the Linear Regression Model/13. Test train split in Python.mp4 | 44.88 MB |
| 5. Building the Linear Regression Model/13. Test train split in Python.srt | 8.74 KB |
| 5. Building the Linear Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4 | 43.36 MB |
| 5. Building the Linear Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.srt | 10.44 KB |
| 5. Building the Linear Regression Model/3. Assessing accuracy of predicted coefficients.mp4 | 92.11 MB |
| 5. Building the Linear Regression Model/3. Assessing accuracy of predicted coefficients.srt | 17.4 KB |
| 5. Building the Linear Regression Model/4. Assessing Model Accuracy RSE and R squared.mp4 | 43.6 MB |
| 5. Building the Linear Regression Model/4. Assessing Model Accuracy RSE and R squared.srt | 8.37 KB |
| 5. Building the Linear Regression Model/5. Simple Linear Regression in Python.mp4 | 63.42 MB |
| 5. Building the Linear Regression Model/5. Simple Linear Regression in Python.srt | 13.13 KB |
| 5. Building the Linear Regression Model/6. Multiple Linear Regression.mp4 | 34.31 MB |
| 5. Building the Linear Regression Model/6. Multiple Linear Regression.srt | 6.3 KB |
| 5. Building the Linear Regression Model/7. The F - statistic.mp4 | 56.03 MB |
| 5. Building the Linear Regression Model/7. The F - statistic.srt | 9.66 KB |
| 5. Building the Linear Regression Model/8. Interpreting results of Categorical variables.mp4 | 22.49 MB |
| 5. Building the Linear Regression Model/8. Interpreting results of Categorical variables.srt | 5.91 KB |
| 5. Building the Linear Regression Model/9. Multiple Linear Regression in Python.mp4 | 69.74 MB |
| 5. Building the Linear Regression Model/9. Multiple Linear Regression in Python.srt | 14.29 KB |
| 6. Logistic Regression Data Preprocessing/1. The Dataset and the Data Dictionary.mp4 | 79.2 MB |
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