AcademyTracksData Analysis
Track 02 · Business Intelligence

Data Analysis & Intelligence

Transform raw metrics into actionable strategy. Master Excel, SQL, Python, and Power BI.

6 Chapters 94+ Lessons Beginner → Advanced Certification
Start Chapter 01

Structured Learning Path

Curriculum Syllabus

Pass each chapter assessment (80%+) to unlock the next module.

01
Available

Data Analysis Foundations

Master analytical frameworks, data classification, hypothesis formulation, and structured decision-making models.

Analytical ThinkingMetrics DefinitionData EthicsWorkflow Design
8 lessons 2h 00m

Key topics

  • 01Understanding Data Types & Structures
  • 02Formulating Business Hypotheses
  • 03Data Cleaning & Hygiene Principles
  • 04The End-to-End Analytical Lifecycle
Start Chapter 01
Locked

Advanced Excel for Analytics

Transform messy spreadsheets into automated analytical models using advanced dynamic formulas and Pivot Tables.

ExcelXLOOKUPPivot TablesData Modeling
16 lessons 4h 30m
Locked

SQL & Relational Databases

Extract, filter, aggregate, and join complex multi-table relational databases using production SQL queries.

PostgreSQLSQL QueriesJoinsWindow Functions
18 lessons 5h 20m
Locked

Python for Data Science & Pandas

Automate data manipulation, perform exploratory data analysis (EDA), and process large datasets with Python.

PythonPandasNumPyJupyter
20 lessons 6h 30m
Locked

Data Visualization & Storytelling

Translate quantitative output into compelling visual narratives, chart architectures, and executive presentations.

MatplotlibSeabornChart SelectionStorytelling
14 lessons 4h 10m
Locked

Power BI & Business Intelligence

Connect live enterprise data sources, author DAX calculations, and publish automated interactive business dashboards.

Power BIDAXData ModelingPublishing
18 lessons 6h 00m

Strict Mastery Protocol

Chapters unlock in order. Score 80%+ on assessments to progress.