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0. Websites you may like/[CourseClub.Me].url 122 B
0. Websites you may like/[FreeCourseSite.com].url 127 B
0. Websites you may like/[GigaCourse.Com].url 49 B
01 - Introduction/001 Introduction.mp4 14.37 MB
01 - Introduction/001 Introduction_en.srt 3.72 KB
01 - Introduction/18104846-00-INtro.pdf 454.96 KB
02 - Basics of Forecasting/001 Basics of Forecasting.mp4 25.29 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 20.67 MB
02 - Basics of Forecasting/003 This is a milestone__en.srt 3.77 KB
02 - Basics of Forecasting/004 Creating Linear Model with Trendlines.mp4 78.93 MB
02 - Basics of Forecasting/004 Creating Linear Model with Trendlines_en.srt 7.93 KB
02 - Basics of Forecasting/18104840-01-reg-basics.pdf 195.15 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 3.52 KB
03 - Getting Data Ready for Regression Model/002 Data Exploration.mp4 20.11 MB
03 - Getting Data Ready for Regression Model/002 Data Exploration_en.srt 3.73 KB
03 - Getting Data Ready for Regression Model/003 The Data and the Data Dictionary.mp4 78.57 MB
03 - Getting Data Ready for Regression Model/003 The Data and the Data Dictionary_en.srt 7.79 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 3.44 KB
03 - Getting Data Ready for Regression Model/005 Discriptive Data Analytics in Excel.mp4 153.52 MB
03 - Getting Data Ready for Regression Model/005 Discriptive Data Analytics in Excel_en.srt 10.28 KB
03 - Getting Data Ready for Regression Model/006 Outlier Treatment.mp4 27.76 MB
03 - Getting Data Ready for Regression Model/006 Outlier Treatment_en.srt 4.46 KB
03 - Getting Data Ready for Regression Model/007 Identifying and Treating Outliers in Excel.mp4 54.49 MB
03 - Getting Data Ready for Regression Model/007 Identifying and Treating Outliers in Excel_en.srt 4.32 KB
03 - Getting Data Ready for Regression Model/008 Missing Value Imputation.mp4 27.55 MB
03 - Getting Data Ready for Regression Model/008 Missing Value Imputation_en.srt 4.08 KB
03 - Getting Data Ready for Regression Model/009 Identifying and Treating missing values in Excel.mp4 51.79 MB
03 - Getting Data Ready for Regression Model/009 Identifying and Treating missing values in Excel_en.srt 3.95 KB
03 - Getting Data Ready for Regression Model/010 Variable Transformation in Excel.mp4 54.11 MB
03 - Getting Data Ready for Regression Model/010 Variable Transformation in Excel_en.srt 3.77 KB
03 - Getting Data Ready for Regression Model/011 Dummy variable creation_ Handling qualitative data.mp4 40.64 MB
03 - Getting Data Ready for Regression Model/011 Dummy variable creation_ Handling qualitative data_en.srt 4.87 KB
03 - Getting Data Ready for Regression Model/012 Dummy Variable Creation in Excel.mp4 107.98 MB
03 - Getting Data Ready for Regression Model/012 Dummy Variable Creation in Excel_en.srt 6.83 KB
03 - Getting Data Ready for Regression Model/013 Correlation Analysis.mp4 80.13 MB
03 - Getting Data Ready for Regression Model/013 Correlation Analysis_en.srt 10.64 KB
03 - Getting Data Ready for Regression Model/014 Creating Correlation Matrix in Excel.mp4 102.11 MB
03 - Getting Data Ready for Regression Model/014 Creating Correlation Matrix in Excel_en.srt 8.32 KB
03 - Getting Data Ready for Regression Model/18105126-03-01-PDE-Business-knowledge.pdf 153.94 KB
03 - Getting Data Ready for Regression Model/18105144-03-03-PDE-Raw-Data-Analysis-Uni.pdf 331.98 KB
03 - Getting Data Ready for Regression Model/18105152-03-04-PDE-Univariate-Analysis-Uni.pdf 333.39 KB
03 - Getting Data Ready for Regression Model/18105162-04-06-PDE-Outlier-Treatment.pdf 355.14 KB
03 - Getting Data Ready for Regression Model/18105164-04-05-PDE-Missing-value.pdf 315.68 KB
03 - Getting Data Ready for Regression Model/18105166-04-11-Dummy-Var.pdf 162.97 KB
03 - Getting Data Ready for Regression Model/18105170-04-10-Correlation.pdf 256.91 KB
03 - Getting Data Ready for Regression Model/18105242-08-corr.xlsx 96.88 KB
03 - Getting Data Ready for Regression Model/18105260-07-Dummy-variable.xlsx 98.13 KB
03 - Getting Data Ready for Regression Model/18105270-07-Dummy-variable.xlsx 98.13 KB
03 - Getting Data Ready for Regression Model/18105290-05-Miss-val.xlsx 104.88 KB
03 - Getting Data Ready for Regression Model/18105300-05-Outlier.xlsx 104.88 KB
03 - Getting Data Ready for Regression Model/18105320-04-House-Price.xlsx 104.82 KB
03 - Getting Data Ready for Regression Model/18105324-05-Outlier.xlsx 104.88 KB
04 - Forecasting using Regression Model/001 The Problem Statement.mp4 10.68 MB
04 - Forecasting using Regression Model/001 The Problem Statement_en.srt 1.62 KB
04 - Forecasting using Regression Model/002 Basic Equations and Ordinary Least Squares (OLS) method.mp4 50.23 MB
04 - Forecasting using Regression Model/002 Basic Equations and Ordinary Least Squares (OLS) method_en.srt 9.89 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 15.83 KB
04 - Forecasting using Regression Model/004 Assessing Model Accuracy_ RSE and R squared.mp4 49.73 MB
04 - Forecasting using Regression Model/004 Assessing Model Accuracy_ RSE and R squared_en.srt 8.02 KB
04 - Forecasting using Regression Model/005 Creating Simple Linear Regression model.mp4 31.11 MB
04 - Forecasting using Regression Model/005 Creating Simple Linear Regression model_en.srt 2.58 KB
04 - Forecasting using Regression Model/006 Multiple Linear Regression.mp4 38.91 MB
04 - Forecasting using Regression Model/006 Multiple Linear Regression_en.srt 5.73 KB
04 - Forecasting using Regression Model/007 The F - statistic.mp4 64.13 MB
04 - Forecasting using Regression Model/007 The F - statistic_en.srt 9.02 KB
04 - Forecasting using Regression Model/008 Interpreting results of Categorical variables.mp4 27.14 MB
04 - Forecasting using Regression Model/008 Interpreting results of Categorical variables_en.srt 5.29 KB
04 - Forecasting using Regression Model/009 Creating Multiple Linear Regression model.mp4 97.58 MB
04 - Forecasting using Regression Model/009 Creating Multiple Linear Regression model_en.srt 8.04 KB
04 - Forecasting using Regression Model/18105174-05-01-Intro.pdf 239.32 KB
04 - Forecasting using Regression Model/18105178-05-02-Simple-lin-reg.pdf 284.77 KB
04 - Forecasting using Regression Model/18105190-05-03-Simple-lin-reg-Accuracy.pdf 332.72 KB
04 - Forecasting using Regression Model/18105198-05-03-Simple-lin-reg-Accuracy.pdf 332.72 KB
04 - Forecasting using Regression Model/18105204-05-04-Multiple-lin-reg.pdf 219.79 KB
04 - Forecasting using Regression Model/18105206-05-05-F-stat.pdf 328.48 KB
04 - Forecasting using Regression Model/18105212-05-06-Cat-var.pdf 155.49 KB
04 - Forecasting using Regression Model/18105224-09-multiple.xlsx 100.49 KB
05 - Handling Special events like Holiday sales/001 Forecasting in presence of special events.mp4 8.96 MB
05 - Handling Special events like Holiday sales/001 Forecasting in presence of special events_en.srt 3.16 KB
05 - Handling Special events like Holiday sales/002 Excel_ Running Linear Regression using Solver.mp4 111.65 MB
05 - Handling Special events like Holiday sales/002 Excel_ Running Linear Regression using Solver_en.srt 8.43 KB
05 - Handling Special events like Holiday sales/003 Excel_ Including the impact of Special Events.mp4 205.23 MB
05 - Handling Special events like Holiday sales/003 Excel_ Including the impact of Special Events_en.srt 20.59 KB
05 - Handling Special events like Holiday sales/18104838-11-Special-Events.pdf 204.07 KB
05 - Handling Special events like Holiday sales/18105326-11-Solver-reg.xlsx 99.81 KB
05 - Handling Special events like Holiday sales/18105336-12-SpecialEvents.xlsx 54.23 KB
06 - Identifying Seasonality & Trend for Forecasting/001 Models to identify Trend & Seasonality.mp4 39.13 MB
06 - Identifying Seasonality & Trend for Forecasting/001 Models to identify Trend & Seasonality_en.srt 6.66 KB
06 - Identifying Seasonality & Trend for Forecasting/002 Excel_ Additive model to identify Trend & Seasonality.mp4 89.62 MB
06 - Identifying Seasonality & Trend for Forecasting/002 Excel_ Additive model to identify Trend & Seasonality_en.srt 9.41 KB
06 - Identifying Seasonality & Trend for Forecasting/003 Excel_ Multiplicative model to identify Trend & Seasonality.mp4 57.29 MB
06 - Identifying Seasonality & Trend for Forecasting/003 Excel_ Multiplicative model to identify Trend & Seasonality_en.srt 6.15 KB
06 - Identifying Seasonality & Trend for Forecasting/004 Moving Average Method.mp4 9.58 MB
06 - Identifying Seasonality & Trend for Forecasting/004 Moving Average Method_en.srt 1.64 KB
06 - Identifying Seasonality & Trend for Forecasting/005 Excel_ Moving Average Method.mp4 119.79 MB
06 - Identifying Seasonality & Trend for Forecasting/005 Excel_ Moving Average Method_en.srt 14.72 KB
06 - Identifying Seasonality & Trend for Forecasting/18104836-12-Seasonality.pdf 204.07 KB
06 - Identifying Seasonality & Trend for Forecasting/18105360-13-Seasonality.xlsx 20.27 KB
06 - Identifying Seasonality & Trend for Forecasting/18105366-14-Moving-Avg.xlsx 12.66 KB
06 - Identifying Seasonality & Trend for Forecasting/18105370-14-Moving-Average.pdf 119.31 KB
06 - Identifying Seasonality & Trend for Forecasting/18105378-14-Moving-Avg.xlsx 12.66 KB
07 - Handling Changing Trend & Seasonality over time/001 Winter's Method to accomodate changing Trend & Seasonality.mp4 37.27 MB
07 - Handling Changing Trend & Seasonality over time/001 Winter's Method to accomodate changing Trend & Seasonality_en.srt 6.77 KB
07 - Handling Changing Trend & Seasonality over time/002 Excel_ Winter's method.mp4 126.75 MB
07 - Handling Changing Trend & Seasonality over time/002 Excel_ Winter's method_en.srt 11.34 KB
07 - Handling Changing Trend & Seasonality over time/18104828-15-Winters.pdf 159.1 KB
07 - Handling Changing Trend & Seasonality over time/18105382-15-winter.xlsx 56.49 KB
08 - Forecasting models for New Products/001 S-curve for New products.mp4 44.24 MB
08 - Forecasting models for New Products/001 S-curve for New products_en.srt 7.98 KB
08 - Forecasting models for New Products/002 Excel_ Using Logistic curve to model S-curve.mp4 62.33 MB
08 - Forecasting models for New Products/002 Excel_ Using Logistic curve to model S-curve_en.srt 7.82 KB
08 - Forecasting models for New Products/003 Excel_ Using Gompertz curve to model S-curve.mp4 35.98 MB
08 - Forecasting models for New Products/003 Excel_ Using Gompertz curve to model S-curve_en.srt 4.18 KB
08 - Forecasting models for New Products/004 Bass Diffusion Model for New Products.mp4 46.16 MB
08 - Forecasting models for New Products/004 Bass Diffusion Model for New Products_en.srt 9.22 KB
08 - Forecasting models for New Products/005 Excel_ Implementing Bass Diffusion Model.mp4 101.55 MB
08 - Forecasting models for New Products/005 Excel_ Implementing Bass Diffusion Model_en.srt 12.89 KB
08 - Forecasting models for New Products/18104830-16-S-Model.pdf 203.54 KB
08 - Forecasting models for New Products/18104834-17-bass.pdf 209.54 KB
08 - Forecasting models for New Products/18105390-16-S-curve.xlsx 45.49 KB
08 - Forecasting models for New Products/18105400-16-S-curve.xlsx 45.49 KB
08 - Forecasting models for New Products/18105418-17-Bass.xlsx 33.33 KB
09 - Appendix 1_ Excel crash course/001 Mathematical Formulas.mp4 109.5 MB
09 - Appendix 1_ Excel crash course/001 Mathematical Formulas_en.srt 17.66 KB
09 - Appendix 1_ Excel crash course/002 Textual Formulas.mp4 109.06 MB
09 - Appendix 1_ Excel crash course/002 Textual Formulas_en.srt 15.09 KB
09 - Appendix 1_ Excel crash course/003 Logical Formulas.mp4 77.75 MB
09 - Appendix 1_ Excel crash course/003 Logical Formulas_en.srt 9.56 KB
09 - Appendix 1_ Excel crash course/004 Date-Time Formulas.mp4 48.82 MB
09 - Appendix 1_ Excel crash course/004 Date-Time Formulas_en.srt 6.76 KB
09 - Appendix 1_ Excel crash course/005 Lookup Formulas ( V Lookup, Hlookup, Index-Match ).mp4 64.32 MB
09 - Appendix 1_ Excel crash course/005 Lookup Formulas ( V Lookup, Hlookup, Index-Match )_en.srt 9.36 KB
09 - Appendix 1_ Excel crash course/006 Data Tools.mp4 127.94 MB
09 - Appendix 1_ Excel crash course/006 Data Tools_en.srt 19.49 KB
09 - Appendix 1_ Excel crash course/007 Formatting data and tables.mp4 159.25 MB
09 - Appendix 1_ Excel crash course/007 Formatting data and tables_en.srt 16.99 KB
09 - Appendix 1_ Excel crash course/008 Pivot Tables.mp4 73.17 MB
09 - Appendix 1_ Excel crash course/008 Pivot Tables_en.srt 8.45 KB
09 - Appendix 1_ Excel crash course/009 Excel Charts_ Categories of messages that can be conveyed.mp4 19.97 MB
09 - Appendix 1_ Excel crash course/009 Excel Charts_ Categories of messages that can be conveyed_en.srt 5.09 KB
09 - Appendix 1_ Excel crash course/010 Popular Excel charts.html 647 B
10 - Bonus Section/001 The final milestone_.mp4 11.85 MB
10 - Bonus Section/001 The final milestone__en.srt 1.73 KB
10 - Bonus Section/002 Congratulations & About your certificate.html 1.85 KB
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