FILENAME SIZE 01 - Introduction/001 Introduction.mp4 14.4 MB 01 - Introduction/001 Introduction_en.srt 3.7 KB 01 - Introduction/18104846-00-INtro.pdf 455 KB 02 - Basics of Forecasting/001 Basics of Forecasting.mp4 25.3 MB 02 - Basics of Forecasting/001 Basics of Forecasting_en.srt 5.9 KB 02 - Basics of Forecasting/002 Course Resources.html 408 B 02 - Basics of Forecasting/003 This is a milestone_.mp4 20.7 MB 02 - Basics of Forecasting/003 This is a milestone__en.srt 3.8 KB 02 - Basics of Forecasting/004 Creating Linear Model with Trendlines.mp4 78.9 MB 02 - Basics of Forecasting/004 Creating Linear Model with Trendlines_en.srt 7.9 KB 02 - Basics of Forecasting/18104840-01-reg-basics.pdf 195.2 KB 03 - Getting Data Ready for Regression Model/001 Gathering Business Knowledge.mp4 21.9 MB 03 - Getting Data Ready for Regression Model/001 Gathering Business Knowledge_en.srt 3.5 KB 03 - Getting Data Ready for Regression Model/002 Data Exploration.mp4 20.1 MB 03 - Getting Data Ready for Regression Model/002 Data Exploration_en.srt 3.7 KB 03 - Getting Data Ready for Regression Model/003 The Data and the Data Dictionary.mp4 78.6 MB 03 - Getting Data Ready for Regression Model/003 The Data and the Data Dictionary_en.srt 7.8 KB 03 - Getting Data Ready for Regression Model/004 Univariate analysis and EDD.mp4 27.3 MB 03 - Getting Data Ready for Regression Model/004 Univariate analysis and EDD_en.srt 3.4 KB 03 - Getting Data Ready for Regression Model/005 Discriptive Data Analytics in Excel.mp4 153.5 MB 03 - Getting Data Ready for Regression Model/005 Discriptive Data Analytics in Excel_en.srt 10.3 KB 03 - Getting Data Ready for Regression Model/006 Outlier Treatment.mp4 27.8 MB 03 - Getting Data Ready for Regression Model/006 Outlier Treatment_en.srt 4.5 KB 03 - Getting Data Ready for Regression Model/007 Identifying and Treating Outliers in Excel.mp4 54.5 MB 03 - Getting Data Ready for Regression Model/007 Identifying and Treating Outliers in Excel_en.srt 4.3 KB 03 - Getting Data Ready for Regression Model/008 Missing Value Imputation.mp4 27.6 MB 03 - Getting Data Ready for Regression Model/008 Missing Value Imputation_en.srt 4.1 KB 03 - Getting Data Ready for Regression Model/009 Identifying and Treating missing values in Excel.mp4 51.8 MB 03 - Getting Data Ready for Regression Model/009 Identifying and Treating missing values in Excel_en.srt 3.9 KB 03 - Getting Data Ready for Regression Model/010 Variable Transformation in Excel.mp4 54.1 MB 03 - Getting Data Ready for Regression Model/010 Variable Transformation in Excel_en.srt 3.8 KB 03 - Getting Data Ready for Regression Model/011 Dummy variable creation_ Handling qualitative data.mp4 40.6 MB 03 - Getting Data Ready for Regression Model/011 Dummy variable creation_ Handling qualitative data_en.srt 4.9 KB 03 - Getting Data Ready for Regression Model/012 Dummy Variable Creation in Excel.mp4 108 MB 03 - Getting Data Ready for Regression Model/012 Dummy Variable Creation in Excel_en.srt 6.8 KB 03 - Getting Data Ready for Regression Model/013 Correlation Analysis.mp4 80.1 MB 03 - Getting Data Ready for Regression Model/013 Correlation Analysis_en.srt 10.6 KB 03 - Getting Data Ready for Regression Model/014 Creating Correlation Matrix in Excel.mp4 102.1 MB 03 - Getting Data Ready for Regression Model/014 Creating Correlation Matrix in Excel_en.srt 8.3 KB 03 - Getting Data Ready for Regression Model/18105126-03-01-PDE-Business-knowledge.pdf 153.9 KB 03 - Getting Data Ready for Regression Model/18105144-03-03-PDE-Raw-Data-Analysis-Uni.pdf 332 KB 03 - Getting Data Ready for Regression Model/18105152-03-04-PDE-Univariate-Analysis-Uni.pdf 333.4 KB 03 - Getting Data Ready for Regression Model/18105162-04-06-PDE-Outlier-Treatment.pdf 355.1 KB 03 - Getting Data Ready for Regression Model/18105164-04-05-PDE-Missing-value.pdf 315.7 KB 03 - Getting Data Ready for Regression Model/18105166-04-11-Dummy-Var.pdf 163 KB 03 - Getting Data Ready for Regression Model/18105170-04-10-Correlation.pdf 256.9 KB 03 - Getting Data Ready for Regression Model/18105242-08-corr.xlsx 96.9 KB 03 - Getting Data Ready for Regression Model/18105260-07-Dummy-variable.xlsx 98.1 KB 03 - Getting Data Ready for Regression Model/18105270-07-Dummy-variable.xlsx 98.1 KB 03 - Getting Data Ready for Regression Model/18105290-05-Miss-val.xlsx 104.9 KB 03 - Getting Data Ready for Regression Model/18105300-05-Outlier.xlsx 104.9 KB 03 - Getting Data Ready for Regression Model/18105320-04-House-Price.xlsx 104.8 KB 03 - Getting Data Ready for Regression Model/18105324-05-Outlier.xlsx 104.9 KB 04 - Forecasting using Regression Model/001 The Problem Statement.mp4 10.7 MB 04 - Forecasting using Regression Model/001 The Problem Statement_en.srt 1.6 KB 04 - Forecasting using Regression Model/002 Basic Equations and Ordinary Least Squares (OLS) method.mp4 50.2 MB 04 - Forecasting using Regression Model/002 Basic Equations and Ordinary Least Squares (OLS) method_en.srt 9.9 KB 04 - Forecasting using Regression Model/003 Assessing accuracy of predicted coefficients.mp4 104.4 MB 04 - Forecasting using Regression Model/003 Assessing accuracy of predicted coefficients_en.srt 15.8 KB 04 - Forecasting using Regression Model/004 Assessing Model Accuracy_ RSE and R squared.mp4 49.7 MB 04 - Forecasting using Regression Model/004 Assessing Model Accuracy_ RSE and R squared_en.srt 8 KB 04 - Forecasting using Regression Model/005 Creating Simple Linear Regression model.mp4 31.1 MB 04 - Forecasting using Regression Model/005 Creating Simple Linear Regression model_en.srt 2.6 KB 04 - Forecasting using Regression Model/006 Multiple Linear Regression.mp4 38.9 MB 04 - Forecasting using Regression Model/006 Multiple Linear Regression_en.srt 5.7 KB 04 - Forecasting using Regression Model/007 The F - statistic.mp4 64.1 MB 04 - Forecasting using Regression Model/007 The F - statistic_en.srt 9 KB 04 - Forecasting using Regression Model/008 Interpreting results of Categorical variables.mp4 27.1 MB 04 - Forecasting using Regression Model/008 Interpreting results of Categorical variables_en.srt 5.3 KB 04 - Forecasting using Regression Model/009 Creating Multiple Linear Regression model.mp4 97.6 MB 04 - Forecasting using Regression Model/009 Creating Multiple Linear Regression model_en.srt 8 KB 04 - Forecasting using Regression Model/18105174-05-01-Intro.pdf 239.3 KB 04 - Forecasting using Regression Model/18105178-05-02-Simple-lin-reg.pdf 284.8 KB 04 - Forecasting using Regression Model/18105190-05-03-Simple-lin-reg-Accuracy.pdf 332.7 KB 04 - Forecasting using Regression Model/18105198-05-03-Simple-lin-reg-Accuracy.pdf 332.7 KB 04 - Forecasting using Regression Model/18105204-05-04-Multiple-lin-reg.pdf 219.8 KB 04 - Forecasting using Regression Model/18105206-05-05-F-stat.pdf 328.5 KB 04 - Forecasting using Regression Model/18105212-05-06-Cat-var.pdf 155.5 KB 04 - Forecasting using Regression Model/18105224-09-multiple.xlsx 100.5 KB 05 - Handling Special events like Holiday sales/001 Forecasting in presence of special events.mp4 9 MB 05 - Handling Special events like Holiday sales/001 Forecasting in presence of special events_en.srt 3.2 KB 05 - Handling Special events like Holiday sales/002 Excel_ Running Linear Regression using Solver.mp4 111.6 MB 05 - Handling Special events like Holiday sales/002 Excel_ Running Linear Regression using Solver_en.srt 8.4 KB 05 - Handling Special events like Holiday sales/003 Excel_ Including the impact of Special Events.mp4 205.2 MB 05 - Handling Special events like Holiday sales/003 Excel_ Including the impact of Special Events_en.srt 20.6 KB 05 - Handling Special events like Holiday sales/18104838-11-Special-Events.pdf 204.1 KB 05 - Handling Special events like Holiday sales/18105326-11-Solver-reg.xlsx 99.8 KB 05 - Handling Special events like Holiday sales/18105336-12-SpecialEvents.xlsx 54.2 KB 06 - Identifying Seasonality & Trend for Forecasting/001 Models to identify Trend & Seasonality.mp4 39.1 MB 06 - Identifying Seasonality & Trend for Forecasting/001 Models to identify Trend & Seasonality_en.srt 6.7 KB 06 - Identifying Seasonality & Trend for Forecasting/002 Excel_ Additive model to identify Trend & Seasonality.mp4 89.6 MB 06 - Identifying Seasonality & Trend for Forecasting/002 Excel_ Additive model to identify Trend & Seasonality_en.srt 9.4 KB 06 - Identifying Seasonality & Trend for Forecasting/003 Excel_ Multiplicative model to identify Trend & Seasonality.mp4 57.3 MB 06 - Identifying Seasonality & Trend for Forecasting/003 Excel_ Multiplicative model to identify Trend & Seasonality_en.srt 6.2 KB 06 - Identifying Seasonality & Trend for Forecasting/004 Moving Average Method.mp4 9.6 MB 06 - Identifying Seasonality & Trend for Forecasting/004 Moving Average Method_en.srt 1.6 KB 06 - Identifying Seasonality & Trend for Forecasting/005 Excel_ Moving Average Method.mp4 119.8 MB 06 - Identifying Seasonality & Trend for Forecasting/005 Excel_ Moving Average Method_en.srt 14.7 KB