BAS4SC - BA CRO

Topic outline

• 

  General

  • Forum
  • Handbook File
• 

  INTRODUCTORY STATISTICS

  • Chapter 1 File
  • Presentation 1 File
• 

  STATISTICS FOR BUSINESS ANALYTICS

  • Chapter 2 File
  • Presentation 2 File
• 

  DATA MANAGEMENT

  • Chapter 3 File
  • Presentation 3 File
  • EX 1: Data Management - files Folder
• 

  SIMULATION MODELLING AND ANALYSIS

  • Chapter 4 File
  • Presentation 4 File
  • EX 2: Simulation - files Folder
  • Case study - simulation and modeling - files Folder
• 

  LINEAR REGRESSION WITH SINGLE AND MULTIPLE REGRESSORS

  • Chapter 5 File
  • Presentation 5 File
• 

  INTRODUCTION TO OPERATIONS RESEARCH

  • Chapter 6 File
  • Presentation 6 File
  • EX3: MCDM - files Folder
  • Case study – operational research - files Folder
• 

  STATISTICAL DATA PROCESSING SPSS

  • Chapter 7 File
  • Presentation 7 File
  • Exercises data Folder
  • Lectures data Folder
  • Case study 1: SPSS - files Folder
• 

  BUSINESS ANALYTICS FOUNDATIONS INCLUDING R, SQL

  • Chapter 8 File
  • Presentation 8 File
  • EX4: Busines analytics and database operations - files Folder
  • Case study 2: ANALYTICS - files Folder
• 

  DEMAND FORECASTING, VISUALISING AND FEATURE ENGINEERING OF TIME SERIES IN SUPPLY CHAINS

  • Chapter 9 File
  • Presentation 9 File
• 

  ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN SUPPLY CHAINS

  • Chapter 10 File
  • Presentation 10 File
• 

  Post-test
• 

  ADDITIONAL VIDEOS

  • SPSS for Beginners - Full Course URL
  • Introduction to Statistics URL
  • Linear Regression in SPSS (SPSS Tutorial Video #25): Single Variable Linear Regression URL
  • Two Way Anova in SPSS (SPSS Tutorial Video #20) - GLM URL
  • Introduction to Simple Linear Regression URL
  • Multiple Linear Regression Model Introduction URL
  • Linear Regression with Multiple Regressors URL
  • Introduction to Database Management Systems URL
  • Discrete Event Simulation using R (1): Modeling of an Outpatient Clinic URL
  • Forecasting & Demand Planning Overview in Supply Chain & Operations Management URL
• 

  ADDITIONAL COURSES open access

  • IBM SPSS Statistics 28 Brief Guide URL
  • A Tutorial How to Conduct Meta-Analysis with IBM SPSS Statistics URL
  • INTRODUCTION TO STATISTICS MADE EASY URL
  • Introduction to Statistics URL
  • Introductory Statistics URL
  • Introductory Statistics - 2e URL
  • Statistics for Business URL
  • A relational model of data for large shared data banks URL
  • A simple guide to five normal forms in relational database theory URL
  • Sustainable Logistics and Production in Industry 4.0 URL
  • Microscopic Traffic Simulation using SUMO URL
  • Simulation: The Practice of Model Development and Use URL
  • Six Sigma: SPC and TQM in Manufacturing and Services URL