All Learning Journeys
Learning Journey

Data Analyst

Turn data into decisions

5???6 months Beginner to Intermediate 4 courses

Learning Roadmap

5 Modules · 5 Assessments · 1 Final Certification Exam

Highest-Demand Career

One of the fastest-growing, best-paid roles in tech today.

Skills That Compound

Every module builds on the last.

Works Across Every Industry

Every sector needs these skills.

Practice-Based, Not Just Theory

Each module ends in a quiz and assignment, not passive watching.

1

MODULE 01 · BEGINNER

Data Literacy

Understand data types, statistical basics, and analytical thinking.

Data TypesStatistical BasicsAnalytical Thinking

Assessment

Online MCQ Quiz + Practice Assignment

Self-paced, auto-graded checkpoint to unlock Module 2

Role Unlocked

Data Literacy Associate

2

MODULE 02 · FOUNDATION

Excel & SQL

Master data wrangling, pivot tables, joins, and complex queries.

Data WranglingPivot TablesJoinsComplex Queries

Assessment

Online Quiz + Practice Assignment

Submitted online, reviewed to unlock Module 3

Role Unlocked

Junior Data Analyst

3

MODULE 03 · SKILL DEVELOPMENT

Python for Data Science

Use pandas, numpy, and matplotlib for analysis at scale.

PandasNumPyMatplotlib

Assessment

Online Quiz + Case Study Assignment

Submitted online, reviewed to unlock Module 4

Role Unlocked

Data Analyst Associate

4

MODULE 04 · PROJECTS

Data Visualisation

Build dashboards in Tableau/Power BI and tell compelling data stories.

TableauPower BIData Storytelling

Assessment

Online Quiz + Guided Project Assignment

Submitted online, reviewed to unlock Module 5

Role Unlocked

Data Analyst

5

MODULE 05 · CAREER READY

Capstone & Certification

Complete an end-to-end analysis project on a real-world dataset.

Capstone ProjectPortfolio BuildingCertification Prep

Assessment

Capstone Project + Certification Exam

Complete an end-to-end analysis project to earn certification

Role Unlocked

Data Analyst

Full Journey · Free

Final Certification Assessment

A cumulative online assessment covering Excel, SQL, Python, and data visualisation ??? complete your capstone project to earn certification.

70%

Pass Mark

AI-Cadence Data Analytics Certification

AI-Cadence Academy Credential