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