What You'll Learn
- Data collection and cleaning
- Data visualization with Tableau/Power BI
- Dashboard creation and maintenance
- A/B testing and experimentation
- Statistical analysis techniques
- Business intelligence reporting
- Predictive analytics basics
Technologies Covered
Course Curriculum
Module 1: Excel & Data Fundamentals
2 weeksMaster Excel for data analysis, pivot tables, and statistical functions
Module 2: SQL for Data Analysis
2 weeksLearn SQL queries, joins, aggregations, and database operations
Module 3: Statistical Analysis Basics
3 weeksUnderstand descriptive statistics, correlation, regression, and hypothesis testing
Module 4: Python for Analytics
4 weeksUse Python libraries like Pandas and NumPy for data manipulation and analysis
Module 5: Tableau Visualization
4 weeksCreate interactive dashboards, charts, and reports with Tableau
Module 6: Power BI Dashboard Development
4 weeksBuild business intelligence dashboards and automated reports
Module 7: Business Analytics Projects
4 weeksApply analytics to real business scenarios and case studies
Module 8: Presentation & Storytelling
4 weeksCommunicate insights effectively through data storytelling techniques
Prerequisites
- Basic computer skills
- Understanding of business processes
- Analytical thinking
- Willingness to learn new tools