Filename | Size |
| 1. Getting Data Ready for Regression Model/1. Gathering Business Knowledge.mp4 | 21.8 MB |
| 1. Getting Data Ready for Regression Model/1. Gathering Business Knowledge.vtt | 3.1 KB |
| 1. Getting Data Ready for Regression Model/10. Variable Transformation in Excel.mp4 | 54 MB |
| 1. Getting Data Ready for Regression Model/10. Variable Transformation in Excel.vtt | 3.3 KB |
| 1. Getting Data Ready for Regression Model/11. Dummy variable creation Handling qualitative data.mp4 | 40.5 MB |
| 1. Getting Data Ready for Regression Model/11. Dummy variable creation Handling qualitative data.vtt | 4.3 KB |
| 1. Getting Data Ready for Regression Model/12. Dummy Variable Creation in Excel.mp4 | 107.9 MB |
| 1. Getting Data Ready for Regression Model/12. Dummy Variable Creation in Excel.vtt | 5.9 KB |
| 1. Getting Data Ready for Regression Model/13. Correlation Analysis.mp4 | 79.8 MB |
| 1. Getting Data Ready for Regression Model/13. Correlation Analysis.vtt | 9.4 KB |
| 1. Getting Data Ready for Regression Model/14. Creating Correlation Matrix in Excel.mp4 | 102.1 MB |
| 1. Getting Data Ready for Regression Model/14. Creating Correlation Matrix in Excel.vtt | 7.3 KB |
| 1. Getting Data Ready for Regression Model/2. Data Exploration.mp4 | 23.3 MB |
| 1. Getting Data Ready for Regression Model/2. Data Exploration.vtt | 3.2 KB |
| 1. Getting Data Ready for Regression Model/3. The Data and the Data Dictionary.mp4 | 78.3 MB |
| 1. Getting Data Ready for Regression Model/3. The Data and the Data Dictionary.vtt | 6.9 KB |
| 1. Getting Data Ready for Regression Model/3.1 House_Price.csv.csv | 53.5 KB |
| 1. Getting Data Ready for Regression Model/4. Univariate analysis and EDD.mp4 | 27.2 MB |
| 1. Getting Data Ready for Regression Model/4. Univariate analysis and EDD.vtt | 3.1 KB |
| 1. Getting Data Ready for Regression Model/5. Discriptive Data Analytics in Excel.mp4 | 153.7 MB |
| 1. Getting Data Ready for Regression Model/5. Discriptive Data Analytics in Excel.vtt | 9 KB |
| 1. Getting Data Ready for Regression Model/6. Outlier Treatment.mp4 | 27.6 MB |
| 1. Getting Data Ready for Regression Model/6. Outlier Treatment.vtt | 4 KB |
| 1. Getting Data Ready for Regression Model/7. Identifying and Treating Outliers in Excel.mp4 | 54.4 MB |
| 1. Getting Data Ready for Regression Model/7. Identifying and Treating Outliers in Excel.vtt | 3.8 KB |
| 1. Getting Data Ready for Regression Model/8. Missing Value Imputation.mp4 | 27.4 MB |
| 1. Getting Data Ready for Regression Model/8. Missing Value Imputation.vtt | 3.6 KB |
| 1. Getting Data Ready for Regression Model/9. Identifying and Treating missing values in Excel.mp4 | 51.7 MB |
| 1. Getting Data Ready for Regression Model/9. Identifying and Treating missing values in Excel.vtt | 3.5 KB |
| 2. Creating Regression Model/1. The Problem Statement.mp4 | 10.7 MB |
| 2. Creating Regression Model/1. The Problem Statement.vtt | 1.4 KB |
| 2. Creating Regression Model/10. Excel Running Linear Regression using Solver.mp4 | 111.6 MB |
| 2. Creating Regression Model/10. Excel Running Linear Regression using Solver.vtt | 7.4 KB |
| 2. Creating Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4 | 49.9 MB |
| 2. Creating Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.vtt | 8.7 KB |
| 2. Creating Regression Model/3. Assessing accuracy of predicted coefficients.mp4 | 103.8 MB |
| 2. Creating Regression Model/3. Assessing accuracy of predicted coefficients.vtt | 14 KB |
| 2. Creating Regression Model/4. Assessing Model Accuracy RSE and R squared.mp4 | 49.5 MB |
| 2. Creating Regression Model/4. Assessing Model Accuracy RSE and R squared.vtt | 7.1 KB |
| 2. Creating Regression Model/5. Creating Simple Linear Regression model.mp4 | 31.1 MB |
| 2. Creating Regression Model/5. Creating Simple Linear Regression model.vtt | 2.3 KB |
| 2. Creating Regression Model/6. Multiple Linear Regression.mp4 | 38.7 MB |
| 2. Creating Regression Model/6. Multiple Linear Regression.vtt | 5.1 KB |
| 2. Creating Regression Model/7. The F - statistic.mp4 | 63.8 MB |
| 2. Creating Regression Model/7. The F - statistic.vtt | 8 KB |
| 2. Creating Regression Model/8. Interpreting results of Categorical variables.mp4 | 27 MB |
| 2. Creating Regression Model/8. Interpreting results of Categorical variables.vtt | 4.7 KB |
| 2. Creating Regression Model/9. Creating Multiple Linear Regression model.mp4 | 97.4 MB |
| 2. Creating Regression Model/9. Creating Multiple Linear Regression model.vtt | 7.1 KB |
| 3. What-if analysis/1. Transportation Problem in Excel using Goal Seek.mp4 | 67.8 MB |
| 3. What-if analysis/1. Transportation Problem in Excel using Goal Seek.vtt | 11.6 KB |
| 4. Bonus Section/1. Bonus Lecture.html | 1.7 KB |