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Data Analytics Academy

From foundational tools to business analysis and data-driven change

Five core modules provide a stable knowledge framework for future articles, courses, videos, exercises, and learning resources.

This page presents the learning architecture. Content not yet released is clearly marked “Coming soon.”

01Coming soon

Fundamentals

Build the digital and tool foundations required for data work.

  • Digital fundamentals
  • SQL
  • Python
  • BI
  • Tableau L1–L8 and L99
02Coming soon

Analytical Thinking

Move from experience-based judgment to structured analysis and evidence-based communication.

  • Experience-based thinking
  • Data insight
  • Chart communication
  • Advanced analytical methods
03Coming soon

Business Analysis Practice

Turn a business requirement into an actionable data analysis plan.

  • Requirements
  • Analysis blueprint
  • Data preparation
  • Data dictionary
  • Visualization design
04Coming soon

Industry Applications

Explore data questions, metric structures, and analytical contexts across industries.

  • HR
  • Finance
  • Retail
  • Manufacturing
  • Automotive
  • Cross-border e-commerce
  • Healthcare
  • Banking
  • Energy
  • Supply chain
  • Commercial real estate
  • Data warehousing
05Coming soon

Data-Driven Transformation

Extend analytical capability into organizational practice, transformation, and data culture.

  • Data-driven organizations
  • Analytics methodology
  • Digital transformation
  • Data culture

Course Center

Continue by course series

The course center uses a shared template for course status, audience, modules, and related resources.

Explore data analytics and applied AI programs in one place

Course availability is defined by the displayed status. “Coming soon” does not mean a cohort is currently open or completed.

Go to Course Center