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[FreeCourseSite.com] Udemy - Complete Linear Regression Analysis in Python
magnet:?xt=urn:btih:b9375ca495eea673e1807ae38fb7c41b62cb31c5&dn=[FreeCourseSite.com] Udemy - Complete Linear Regression Analysis in Python
磁力链接详情
Hash值:
b9375ca495eea673e1807ae38fb7c41b62cb31c5
点击数:
169
文件大小:
2.67 GB
文件数量:
55
创建日期:
2021-11-18 00:34
最后访问:
2024-6-25 14:54
访问标签:
FreeCourseSite
com
Udemy
-
Complete
Linear
Regression
Analysis
in
Python
文件列表详情
1. Introduction/1. Welcome to the course!.mp4 16.28 MB
1. Introduction/2. Course contents.mp4 47.85 MB
1. Introduction/4. This is a milestone!.mp4 20.66 MB
2. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4 18.61 MB
2. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4 73.07 MB
2. Setting up Python and Jupyter Notebook/3. Introduction to Jupyter.mp4 51.3 MB
2. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.mp4 15.92 MB
2. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.mp4 80.64 MB
2. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.mp4 73.68 MB
2. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.mp4 54.12 MB
2. Setting up Python and Jupyter Notebook/8. Working with Pandas Library of Python.mp4 56.46 MB
2. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.mp4 48.87 MB
3. Basics of Statistics/1. Types of Data.mp4 21.75 MB
3. Basics of Statistics/2. Types of Statistics.mp4 10.93 MB
3. Basics of Statistics/3. Describing data Graphically.mp4 65.38 MB
3. Basics of Statistics/4. Measures of Centers.mp4 38.55 MB
3. Basics of Statistics/6. Measures of Dispersion.mp4 22.86 MB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 123.89 MB
4. Introduction to Machine Learning/2. Building a Machine Learning Model.mp4 45.26 MB
5. Data Preprocessing/1. Gathering Business Knowledge.mp4 25.11 MB
5. Data Preprocessing/10. Outlier Treatment in Python.mp4 86.57 MB
5. Data Preprocessing/12. Missing Value Imputation.mp4 27.56 MB
5. Data Preprocessing/13. Missing Value Imputation in Python.mp4 28.59 MB
5. Data Preprocessing/15. Seasonality in Data.mp4 20.88 MB
5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4 113.73 MB
5. Data Preprocessing/17. Variable transformation and deletion in Python.mp4 53.4 MB
5. Data Preprocessing/19. Non-usable variables.mp4 23.94 MB
5. Data Preprocessing/2. Data Exploration.mp4 23.41 MB
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 40.62 MB
5. Data Preprocessing/21. Dummy variable creation in Python.mp4 33.9 MB
5. Data Preprocessing/23. Correlation Analysis.mp4 81.31 MB
5. Data Preprocessing/24. Correlation Analysis in Python.mp4 68.02 MB
5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4 78.58 MB
5. Data Preprocessing/4. Importing Data in Python.mp4 32.46 MB
5. Data Preprocessing/6. Univariate analysis and EDD.mp4 27.29 MB
5. Data Preprocessing/7. EDD in Python.mp4 75.08 MB
5. Data Preprocessing/9. Outlier Treatment.mp4 27.78 MB
6. Linear Regression/1. The Problem Statement.mp4 10.69 MB
6. Linear Regression/10. Interpreting results of Categorical variables.mp4 27.13 MB
6. Linear Regression/11. Multiple Linear Regression in Python.mp4 88.13 MB
6. Linear Regression/14. Test-train split.mp4 49.13 MB
6. Linear Regression/15. Bias Variance trade-off.mp4 29.6 MB
6. Linear Regression/17. Test train split in Python.mp4 57.77 MB
6. Linear Regression/19. Linear models other than OLS.mp4 19.18 MB
6. Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4 50.26 MB
6. Linear Regression/20. Subset selection techniques.mp4 87.15 MB
6. Linear Regression/21. Shrinkage methods Ridge and Lasso.mp4 38.64 MB
6. Linear Regression/22. Ridge regression and Lasso in Python.mp4 156.63 MB
6. Linear Regression/23. Heteroscedasticity.mp4 17.73 MB
6. Linear Regression/3. Assessing accuracy of predicted coefficients.mp4 104.42 MB
6. Linear Regression/4. Assessing Model Accuracy RSE and R squared.mp4 49.72 MB
6. Linear Regression/5. Simple Linear Regression in Python.mp4 78.64 MB
6. Linear Regression/7. Multiple Linear Regression.mp4 38.9 MB
6. Linear Regression/8. The F - statistic.mp4 64.12 MB
7. Bonus Section/1. The final milestone!.mp4 11.87 MB
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