Name [FreeCourseSite.com] Udemy - Linear Regression and Logistic Regression in Python

File Type video

Size 2.49GB

UpdateDate 2024-8-4

hash *****2F596EDF163CC210076EE251DE3617C8EA

Hot 3

Files 0. Websites you may like/[CourseClub.ME].url | 122B 0. Websites you may like/[FCS Forum].url | 133B 0. Websites you may like/[FreeCourseSite.com].url | 127B 0. Websites you may like/[GigaCourse.Com].url | 49B 1. Introduction/1. Introduction.mp4 | 24.74MB 1. Introduction/1. Introduction.srt | 3.67KB 1. Introduction/2. Course Resources.html | 388B 2. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.mp4 | 16.26MB 2. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.srt | 2.65KB 2. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.mp4 | 40.35MB 2. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.srt | 8.60KB 2. Setting up Python and Python Crash Course/2. This is a milestone!.mp4 | 20.64MB 2. Setting up Python and Python Crash Course/2. This is a milestone!.srt | 3.78KB 2. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.mp4 | 65.20MB 2. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.srt | 9.84KB 2. Setting up Python and Python Crash Course/4. Introduction to Jupyter.mp4 | 40.92MB 2. Setting up Python and Python Crash Course/4. Introduction to Jupyter.srt | 13.20KB 2. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.mp4 | 12.74MB 2. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.srt | 4.44KB 2. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.mp4 | 64.43MB 2. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.srt | 17.97KB 2. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.mp4 | 60.33MB 2. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.srt | 20.11KB 2. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.mp4 | 43.87MB 2. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.srt | 11.85KB 2. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.mp4 | 46.89MB 2. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.srt | 10.12KB 3. Basics of Statistics/1. Types of Data.mp4 | 21.76MB 3. Basics of Statistics/1. Types of Data.srt | 5.04KB 3. Basics of Statistics/2. Types of Statistics.mp4 | 10.93MB 3. Basics of Statistics/2. Types of Statistics.srt | 3.17KB 3. Basics of Statistics/3. Describing data Graphically.mp4 | 65.35MB 3. Basics of Statistics/3. Describing data Graphically.srt | 12.77KB 3. Basics of Statistics/4. Measures of Centers.mp4 | 38.58MB 3. Basics of Statistics/4. Measures of Centers.srt | 7.87KB 3. Basics of Statistics/5. Measures of Dispersion.mp4 | 22.86MB 3. Basics of Statistics/5. Measures of Dispersion.srt | 5.23KB 4. Data Preprocessing before building Linear Regression Model/1. Gathering Business Knowledge.mp4 | 22.29MB 4. Data Preprocessing before building Linear Regression Model/1. Gathering Business Knowledge.srt | 4.14KB 4. Data Preprocessing before building Linear Regression Model/10. Missing Value Imputation in Python.mp4 | 23.41MB 4. Data Preprocessing before building Linear Regression Model/10. Missing Value Imputation in Python.srt | 4.77KB 4. Data Preprocessing before building Linear Regression Model/11. Seasonality in Data.mp4 | 17.03MB 4. Data Preprocessing before building Linear Regression Model/11. Seasonality in Data.srt | 3.97KB 4. Data Preprocessing before building Linear Regression Model/12. Bi-variate analysis and Variable transformation.mp4 | 100.42MB 4. Data Preprocessing before building Linear Regression Model/12. Bi-variate analysis and Variable transformation.srt | 19.33KB 4. Data Preprocessing before building Linear Regression Model/13. Variable transformation and deletion in Python.mp4 | 44.10MB 4. Data Preprocessing before building Linear Regression Model/13. Variable transformation and deletion in Python.srt | 9.02KB 4. Data Preprocessing before building Linear Regression Model/14. Non-usable variables.mp4 | 20.24MB 4. Data Preprocessing before building Linear Regression Model/14. Non-usable variables.srt | 6.03KB 4. Data Preprocessing before building Linear Regression Model/15. Dummy variable creation Handling qualitative data.mp4 | 36.81MB 4. Data Preprocessing before building Linear Regression Model/15. Dummy variable creation Handling qualitative data.srt | 5.77KB 4. Data Preprocessing before building Linear Regression Model/16. Dummy variable creation in Python.mp4 | 26.53MB 4. Data Preprocessing before building Linear Regression Model/16. Dummy variable creation in Python.srt | 6.21KB 4. Data Preprocessing before building Linear Regression Model/17. Correlation Analysis.mp4 | 71.58MB 4. Data Preprocessing before building Linear Regression Model/17. Correlation Analysis.srt | 11.91KB 4. Data Preprocessing before building Linear Regression Model/18. Correlation Analysis in Python.mp4 | 55.31MB 4. Data Preprocessing before building Linear Regression Model/18. Correlation Analysis in Python.srt | 6.96KB 4. Data Preprocessing before building Linear Regression Model/19. Quiz.html | 212B 4. Data Preprocessing before building Linear Regression Model/2. Data Exploration.mp4 | 20.51MB 4. Data Preprocessing before building Linear Regression Model/2. Data Exploration.srt | 3.88KB 4. Data Preprocessing before building Linear Regression Model/3. The Dataset and the Data Dictionary.mp4 | 69.37MB 4. Data Preprocessing before building Linear Regression Model/3. The Dataset and the Data Dictionary.srt | 8.75KB 4. Data Preprocessing before building Linear Regression Model/4. Importing Data in Python.mp4 | 27.83MB 4. Data Preprocessing before building Linear Regression Model/4. Importing Data in Python.srt | 6.45KB 4. Data Preprocessing before building Linear Regression Model/5. Univariate analysis and EDD.mp4 | 24.22MB 4. Data Preprocessing before building Linear Regression Model/5. Univariate analysis and EDD.srt | 3.97KB 4. Data Preprocessing before building Linear Regression Model/6. EDD in Python.mp4 | 61.79MB 4. Data Preprocessing before building Linear Regression Model/6. EDD in Python.srt | 11.61KB 4. Data Preprocessing before building Linear Regression Model/7. Outlier Treatment.mp4 | 24.50MB 4. Data Preprocessing before building Linear Regression Model/7. Outlier Treatment.srt | 5.09KB 4. Data Preprocessing before building Linear Regression Model/8. Outlier Treatment in Python.mp4 | 70.24MB 4. Data Preprocessing before building Linear Regression Model/8. Outlier Treatment in Python.srt | 14.12KB 4. Data Preprocessing before building Linear Regression Model/9. Missing Value Imputation.mp4 | 24.99MB 4. Data Preprocessing before building Linear Regression Model/9. Missing Value Imputation.srt | 4.23KB 5. Building the Linear Regression Model/1. The Problem Statement.mp4 | 9.37MB 5. Building the Linear Regression Model/1. The Problem Statement.srt | 1.66KB 5. Building the Linear Regression Model/10. Test-train split.mp4 | 41.86MB 5. Building the Linear Regression Model/10. Test-train split.srt | 10.88KB 5. Building the Linear Regression Model/11. Bias Variance trade-off.mp4 | 25.09MB 5. Building the Linear Regression Model/11. Bias Variance trade-off.srt | 6.95KB 5. Building the Linear Regression Model/12. More about test-train split.html | 559B 5. Building the Linear Regression Model/13. Test train split in Python.mp4 | 44.88MB 5. Building the Linear Regression Model/13. Test train split in Python.srt | 8.74KB 5. Building the Linear Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4 | 43.36MB 5. Building the Linear Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.srt | 10.44KB 5. Building the Linear Regression Model/3. Assessing accuracy of predicted coefficients.mp4 | 92.11MB 5. Building the Linear Regression Model/3. Assessing accuracy of predicted coefficients.srt | 17.40KB 5. Building the Linear Regression Model/4. Assessing Model Accuracy RSE and R squared.mp4 | 43.60MB 5. Building the Linear Regression Model/4. Assessing Model Accuracy RSE and R squared.srt | 8.37KB 5. Building the Linear Regression Model/5. Simple Linear Regression in Python.mp4 | 63.42MB 5. Building the Linear Regression Model/5. Simple Linear Regression in Python.srt | 13.13KB 5. Building the Linear Regression Model/6. Multiple Linear Regression.mp4 | 34.31MB 5. Building the Linear Regression Model/6. Multiple Linear Regression.srt | 6.30KB 5. Building the Linear Regression Model/7. The F - statistic.mp4 | 56.03MB 5. Building the Linear Regression Model/7. The F - statistic.srt | 9.66KB 5. Building the Linear Regression Model/8. Interpreting results of Categorical variables.mp4 | 22.49MB 5. Building the Linear Regression Model/8. Interpreting results of Categorical variables.srt | 5.91KB 5. Building the Linear Regression Model/9. Multiple Linear Regression in Python.mp4 | 69.74MB 5. Building the Linear Regression Model/9. Multiple Linear Regression in Python.srt | 14.29KB 6. Logistic Regression Data Preprocessing/1. The Dataset and the Data Dictionary.mp4 | 79.20MB 6. Logistic Regression Data Preprocessing/1. The Dataset and the Data Dictionary.srt | 9.32KB 6. Logistic Regression Data Preprocessing/2. Data Import in Python.mp4 | 22.06MB 6. Logistic Regression Data Preprocessing/2. Data Import in Python.srt | 5.28KB 6. Logistic Regression Data Preprocessing/3. EDD in Python.mp4 | 77.58MB 6. Logistic Regression Data Preprocessing/3. EDD in Python.srt | 17.77KB 6. Logistic Regression Data Preprocessing/4. Outlier Treatment in Python.mp4 | 47.34MB 6. Logistic Regression Data Preprocessing/4. Outlier Treatment in Python.srt | 9.55KB 6. Logistic Regression Data Preprocessing/5. Missing Value Imputation in Python.mp4 | 22.56MB 6. Logistic Regression Data Preprocessing/5. Missing Value Imputation in Python.srt | 4.83KB 6. Logistic Regression Data Preprocessing/6. Variable transformation and Deletion in Python.mp4 | 29.24MB 6. Logistic Regression Data Preprocessing/6. Variable transformation and Deletion in Python.srt | 4.31KB 6. Logistic Regression Data Preprocessing/7. Dummy variable creation in Python.mp4 | 26.38MB 6. Logistic Regression Data Preprocessing/7. Dummy variable creation in Python.srt | 6.15KB 7. Building a Logistic Regression Model/1. Why can't we use Linear Regression.mp4 | 16.94MB 7. Building a Logistic Regression Model/1. Why can't we use Linear Regression.srt | 5.49KB 7. Building a Logistic Regression Model/10. Evaluating model performance in Python.mp4 | 9.01MB 7. Building a Logistic Regression Model/10. Evaluating model performance in Python.srt | 2.66KB 7. Building a Logistic Regression Model/2. Logistic Regression.mp4 | 32.93MB 7. Building a Logistic Regression Model/2. Logistic Regression.srt | 8.64KB 7. Building a Logistic Regression Model/3. Training a Simple Logistic Model in Python.mp4 | 47.87MB 7. Building a Logistic Regression Model/3. Training a Simple Logistic Model in Python.srt | 10.63KB 7. Building a Logistic Regression Model/4. Result of Simple Logistic Regression.mp4 | 26.93MB 7. Building a Logistic Regression Model/4. Result of Simple Logistic Regression.srt | 5.90KB 7. Building a Logistic Regression Model/5. Logistic with multiple predictors.mp4 | 8.53MB 7. Building a Logistic Regression Model/5. Logistic with multiple predictors.srt | 2.96KB 7. Building a Logistic Regression Model/6. Training multiple predictor Logistic model in Python.mp4 | 26.23MB 7. Building a Logistic Regression Model/6. Training multiple predictor Logistic model in Python.srt | 6.01KB 7. Building a Logistic Regression Model/7. Confusion Matrix.mp4 | 21.11MB 7. Building a Logistic Regression Model/7. Confusion Matrix.srt | 4.91KB 7. Building a Logistic Regression Model/8. Creating Confusion Matrix in Python.mp4 | 51.28MB 7. Building a Logistic Regression Model/8. Creating Confusion Matrix in Python.srt | 10.85KB 7. Building a Logistic Regression Model/9. Evaluating performance of model.mp4 | 35.16MB 7. Building a Logistic Regression Model/9. Evaluating performance of model.srt | 9.38KB 8. Test-Train Split/1. Test-Train Split.mp4 | 39.29MB 8. Test-Train Split/1. Test-Train Split.srt | 10.59KB 8. Test-Train Split/2. Test-Train Split in Python.mp4 | 33.09MB 8. Test-Train Split/2. Test-Train Split in Python.srt | 7.39KB 9. Bonus Section/1. The final milestone!.mp4 | 11.85MB 9. Bonus Section/1. The final milestone!.srt | 1.73KB 9. Bonus Section/2. Congratulations & About your certificate.html | 1.60KB