Month 11: Overview of Business Analytics
Week 1: Basics of Business Analytics
- Day 1: Introduction to Business Analytics
- Day 2: Role of Business Analytics in Organizations
- Day 3: Types of Business Analytics: Descriptive, Diagnostic, Predictive, and Prescriptive
- Day 4: The Business Analytics Process
- Day 5: Importance of Data in Business Analytics
Week 2: Tools for Business Analytics
- Day 1: Introduction to Business Analytics Tools
- Day 2: Spreadsheets for Business Analytics
- Day 3: Databases for Business Analytics
- Day 4: Data Visualization Tools for Business Analytics
- Day 5: Advanced Business Analytics Tools: R, Python, SAS
Week 3: Business Analytics Techniques
- Day 1: Exploratory Data Analysis in Business Analytics
- Day 2: Regression Analysis in Business Analytics
- Day 3: Classification Techniques in Business Analytics
- Day 4: Clustering Techniques in Business Analytics
- Day 5: Time Series Analysis in Business Analytics
Week 4: Applying Business Analytics
- Day 1: Business Analytics in Marketing
- Day 2: Business Analytics in Finance
- Day 3: Business Analytics in Operations
- Day 4: Business Analytics in Human Resources
- Day 5: Business Analytics in Strategy and Planning
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