MGT415 — Introduction to Business Analytics

Lectures (135)

Analysis VS Analytics | Introduction to Business Analytics | MGT415_Topic001

Business Analysis vs Business Analytics | Introduction to Business Analytics | MGT415_Topic002

Why Business Analytics is Superior | Introduction to Business Analytics | MGT415_Topic003

Case Study Telecom Industry | Introduction to Business Analytics | MGT415_Topic004

Descriptive Analytics: 1st Pillar of BA | Introduction to Business Analytics | MGT415_Topic005

Predictive Analytics: 2nd Pillar of Analytics | Introduction to Business Analytics | MGT415_Topic006

Superiority of Predictive Analytics over Descriptives | Business Analytics | MGT415_Topic007

Prescriptive Analytics: 3rd Pillar of BA | Introduction to Business Analytics | MGT415_Topic008

Superiority of Prescriptive Analytics over Predictive Analytics | MGT415_Topic009

Business Analytics in Human Resource Management | Business Analytics | MGT415_Topic010

Business Analytics for Marketing | Introduction to Business Analytics | MGT415_Topic011

Business Analytics in Finance | Introduction to Business Analytics | MGT415_Topic012

Business Analytics for Supply Chain Management| Introduction to Business Analytics | MGT415_Topic013

SWOT Analysis | Introduction to Business Analytics | MGT415_Topic014

How to Conduct a SWOT Analysis: Case Study for SWOT - Cafe at MM Alam Road | MGT415_Topic015

Case Study for SWOT: Cafe at MM Alam Road | Introduction to Business Analytics | MGT415_Topic016

PESTLE Analysis | Introduction to Business Analytics | MGT415_Topic017

PESTLE Analysis: Case Study for Cafe at MM Alam Road | Business Analytics | MGT415_Topic018

MOST Analysis: Strategy Model | Introduction to Business Analytics | MGT415_Topic019

MOST Analysis: Case Study - Cafe at MM Alam Road | Business Analytics | MGT415_Topic020

Six Thinking Hats Analysis | Introduction to Business Analytics | MGT415_Topic021

How to Apply Six Thinking Hats: Case Study Cafe at MM Alam Road | MGT415_Topic022

Data Analytical Tools | Introduction to Business Analytics | MGT415_Topic023

Data Set vs Data File/Base | Introduction to Business Analytics | MGT415_Topic024

Data Tools in EXCEL | Introduction to Business Analytics | MGT415_Topic025

Graphical Data Tools in EXCEL | Introduction to Business Analytics | MGT415_Topic026

SPSS Installation & Introduction | Introduction to Business Analytics | MGT415_Topic027

Data & its Types | Introduction to Business Analytics | MGT415_Topic028

Data Types in SPSS | Introduction to Business Analytics | MGT415_Topic029

Data Collection Techniques | Introduction to Business Analytics | MGT415_Topic030

Sampling Techniques | Introduction to Business Analytics | MGT415_Topic031

Simple Random Sampling | Introduction to Business Analytics | MGT415_Topic032

Simple Random Sampling Using Excel | Introduction to Business Analytics | MGT415_Topic033

Doing Simple Random Sampling in SPSS | Introduction to Business Analytics | MGT415_Topic034

Stratified Random Sampling | Introduction to Business Analytics | MGT415_Topic035

Stratified Random Sampling Using MS Excel | Introduction to Business Analytics | MGT415_Topic036

Doing Stratified Random Sampling in SPSS | Introduction to Business Analytics | MGT415_Topic037

Systematic Sampling | Introduction to Business Analytics | MGT415_Topic038

Systematic Sampling Using Excel | Introduction to Business Analytics | MGT415_Topic039

Systematic Sampling Using SPSS | Introduction to Business Analytics | MGT415_Topic040

Comparison of Random Sampling Methods | Introduction to Business Analytics | MGT415_Topic041

Non-Random Sampling | Introduction to Business Analytics | MGT415_Topic042

Snowball Sampling | Introduction to Business Analytics | MGT415_Topic043

Convenient Sampling | Introduction to Business Analytics | MGT415_Topic044

Role of Sample Size in Sampling | Introduction to Business Analytics | MGT415_Topic045

Sample Size for a Non-Probability Sample | Introduction to Business Analytics | MGT415_Topic046

Interviews as Data Collection Technique | Introduction to Business Analytics | MGT415_Topic047

Focus Group as Data Collection Method | Introduction to Business Analytics | MGT415_Topic048

Automated Data Collection Methods | Introduction to Business Analytics | MGT415_Topic049

Available Data Sources | Introduction to Business Analytics | MGT415_Topic050

Data Entry into Excel | Introduction to Business Analytics | MGT415_Topic051

Data Entry into SPSS | Introduction to Business Analytics | MGT415_Topic052

Data Summarization in SPSS | Introduction to Business Analytics | MGT415_Topic053

Rules for Average | Introduction to Business Analytics | MGT415_Topic054

Data Summarization: MEAN | Introduction to Business Analytics | MGT415_Topic055

Weighted Average | Introduction to Business Analytics | MGT415_Topic056

Data Summarization: MEDIAN | Introduction to Business Analytics | MGT415_Topic057

Data Summarization: MODE | Introduction to Business Analytics | MGT415_Topic058

Empirical Relationship Between MEAN, MEDIAN & MODE | Business Analytics | MGT415_Topic059

Data Segmentation | Introduction to Business Analytics | MGT415_Topic060

Data Segmentation using Quantitative Variable | Introduction to Business Analytics | MGT415_Topic061

Data Segmentation using a Quantitative Variable into Different Variable | MGT415_Topic062

Quartiles & Percentiles | Introduction to Business Analytics | MGT415_Topic063

Data Spread & Dispersion | Introduction to Business Analytics | MGT415_Topic064

Average Dispersion or Average Deviation | Introduction to Business Analytics | MGT415_Topic065

Standard Dispersion or Standard Deviation | Introduction to Business Analytics | MGT415_Topic066

Coefficient of Dispersion or Coefficient of Spread | Business Analytics | MGT415_Topic067

Six Sigma Rule | Introduction to Business Analytics | MGT415_Topic068

Outliers | Introduction to Business Analytics | MGT415_Topic069

Data Cleaning Missing Observations | Introduction to Business Analytics | MGT415_Topic070

Data Visualizations | Introduction to Business Analytics | MGT415_Topic071

Histograms | Introduction to Business Analytics | MGT415_Topic072

Skewness of the Data | Introduction to Business Analytics | MGT415_Topic073

Skewness of the Data & Its Relationship with Averages | Business Analytics | MGT415_Topic074

Kurtosis of the Data | Introduction to Business Analytics | MGT415_Topic075

Normality of the Data | Introduction to Business Analytics | MGT415_Topic076

Data Visualization - BAR Chart | Introduction to Business Analytics | MGT415_Topic077

Data Visualization: PIE Chart | Introduction to Business Analytics | MGT415_Topic078

Data Visualization: LINE Graph | Introduction to Business Analytics | MGT415_Topic079

Data Visualization: Infographics | Introduction to Business Analytics | MGT415_Topic080

Data Visualization: Infographics More Rigorous Example | Business Analytics | MGT415_Topic081

Data Visualization: Infographics Word Cloud | Introduction to Business Analytics | MGT415_Topic082

Word Cloud: Another Example | Introduction to Business Analytics | MGT415_Topic083

Data Transformation Using SPSS | Introduction to Business Analytics | MGT415_Topic084

Data Integration Using SPSS | Introduction to Business Analytics | MGT415_Topic085

Data Encoding and Splitting | Introduction to Business Analytics | MGT415_Topic086

Using all Descriptive to make a Complete Picture of the Data | Business Analytics | MGT415_Topic087

Predictive Analytics | Introduction to Business Analytics | MGT415_Topic088

Modeling Mathematical Statistical and Social | Introduction to Business Analytics | MGT415_Topic089

Regression and Co-relations Analysis | Introduction to Business Analytics | MGT415_Topic090

Scatter Plot of the Data | Introduction to Business Analytics | MGT415_Topic091

Simple Regression Analysis | Introduction to Business Analytics | MGT415_Topic092

Simple Regression: Y Intercept | Introduction to Business Analytics | MGT415_Topic093

SR: Slope of the Regression | Introduction to Business Analytics | MGT415_Topic094

SR: Standard Error of the Regression | Introduction to Business Analytics | MGT415_Topic095

SR: Significance of the Regression | Introduction to Business Analytics | MGT415_Topic096

SR: R Square | Introduction to Business Analytics | MGT415_Topic097

SR: ANOVA | Introduction to Business Analytics | MGT415_Topic098

Simple Regression: Business Application | Introduction to Business Analytics | MGT415_Topic099

Simple Regression: Forecasting & Prediction | Introduction to Business Analytics | MGT415_Topic100

Multiple Regression Analysis | Introduction to Business Analytics | MGT415_Topic101

Multiple Regression: Intercept & Slope | Introduction to Business Analytics | MGT415_Topic102

Difference Between Simple Regression & Multiple Regression | Business Analytics | MGT415_Topic103

Multiple Regression: Business Application | Introduction to Business Analytics | MGT415_Topic104

Multiple Regression: Grouped Data | Introduction to Business Analytics | MGT415_Topic105

Multiple Regression: Forecasting & Prediction | Introduction to Business Analytics | MGT415_Topic106

Curve Estimation | Introduction to Business Analytics | MGT415_Topic107

Curve Estimation: An Example | Introduction to Business Analytics | MGT415_Topic108

Curve Estimation: Forecasting & Prediction | Introduction to Business Analytics | MGT415_Topic109

Optimization & Decisions: Linear Programming | Introduction to Business Analytics | MGT415_Topic110

Linear Programming: Objective Functions and Constraints | Business Analytics | MGT415_Topic111

Linear Programming: MS Solver | Introduction to Business Analytics | MGT415_Topic112

Linear Programming: Solving Linear Programming Problem by Solver | MGT415_Topic113

Linear Programming: Limitations of MS Solver | Introduction to Business Analytics | MGT415_Topic114

Linear Programming: Solving Linear Programming Problem by Solver | MGT415_Topic115

Application of Optimization in Real World Scenarios | Business Analytics | MGT415_Topic116

Difference Between Optimization & Forecasting | Introduction to Business Analytics | MGT415_Topic117

Prescriptive Analysis | Introduction to Business Analytics | MGT415_Topic118

Monte Carlo Simulation | Introduction to Business Analytics | MGT415_Topic119

Monte Carlo Simulation: Business Word Example | Introduction to Business Analytics | MGT415_Topic120

Learning & Deep Learning | Introduction to Business Analytics | MGT415_Topic121

Artificial Intelligence | Introduction to Business Analytics | MGT415_Topic122

Artificial Intelligence in Action | Introduction to Business Analytics | MGT415_Topic123

Machine Learning | Introduction to Business Analytics | MGT415_Topic124

Big Data Analysis | Introduction to Business Analytics | MGT415_Topic125

Business Intelligence Tools | Introduction to Business Analytics | MGT415_Topic126

Microsoft Power BI | Introduction to Business Analytics | MGT415_Topic127

Microsoft Power BI: An Example of Analysis | Introduction to Business Analytics | MGT415_Topic128

Microsoft Power BI: An Example of Financial Analysis | Business Analytics | MGT415_Topic129

Microsoft Power BI: An Example of Human Resource Management Analysis | MGT415_Topic130

Microsoft Power BI: An Example of Marketing Analysis | Business Analytics | MGT415_Topic131

Microsoft Power BI: An Example of Supply Chain Analysis | Business Analytics | MGT415_Topic132

Cloud Computing | Introduction to Business Analytics | MGT415_Topic133

Data Privacy and Ethics | Introduction to Business Analytics | MGT415_Topic134

Emerging Trends and Industry Applications | Introduction to Business Analytics | MGT415_Topic135