01
Excel for Data Cleaning & AnalysisRequired
UpcomingUpcoming
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Data & AI pathway
beginner → Portfolio-ready
Data Analyst Roadmap
A beginner-friendly journey through spreadsheets, SQL, Python, statistics, dashboards, and a complete business intelligence capstone.
4 stages0 of 6 available7–10 months journeyEnglish medium
ExcelSQLPythonPower BIStatistics
Visual journey
From foundation to capstone
Use this overview to understand the sequence. Open each stage below for course details.
- 01FoundationsUpcoming
- 02Query & AnalyseUpcoming
- 03Visualise & ExplainUpcoming
- 04Portfolio CapstoneUpcoming
Enrol, learn and earn
Your Data Analyst journey
Roadmap distinctionUnlocked after every required course and its verified course certificate.
Complete roadmap access
Enrol once for the full learning path
Included published courses are activated together. Your course certificates remain individual, and completing every required certified course unlocks the roadmap distinction.
Pricing coming soonpublished before enrolment opens
02
Statistics for Everyday DecisionsRequired
UpcomingUpcoming
03
SQL from Foundations to AnalyticsRequired
UpcomingUpcoming
04
Python for Data Analysis FoundationsRequired
UpcomingUpcoming
05
Power BI, DAX & Data StorytellingRequired
UpcomingUpcoming
06
Business Intelligence Portfolio CapstoneRequired
UpcomingUpcoming
Complete curriculum
Follow the stages in order
Required courses build the core skill. Optional courses let you specialise.
01
Stage 1
Foundations
Understand spreadsheets, data quality, and simple statistics.
UpcomingRequired
Excel for Data Cleaning & Analysis
Use formulas, tables, pivots, and repeatable cleaning workflows.
ExcelData cleaningPivot tables
UpcomingRequired
Statistics for Everyday Decisions
Understand variation, comparison, confidence, and responsible interpretation.
StatisticsData interpretationDecision making
02
Stage 2
Query & Analyse
Use SQL and Python to answer practical questions.
UpcomingRequired
SQL from Foundations to Analytics
Query, join, aggregate, and analyse real relational datasets.
SQLJoinsAggregationData modelling
Your final roadmap credential
Preview the distinction certificate
This sample mirrors the issued certificate. Your name, verified results, QR code, and verification ID appear only after every required course certificate is earned.
MaheiLambiRoadmap distinction · verified · shareable
Verified Credential
Certificate of Distinction
This credential will be proudly awarded to
Student Full Name
for completing every required assessed course and earning each underlying course credential in
Data Analyst
CredentialRoadmap distinction
Average scoreVerified at issue
Courses completed6 required
Learning time7–10 months
Skills demonstratedExcel · SQL · Python · Power BI · Statistics
Issued after verified completion · MLR-PREVIEW-ONLYAwarded for meeting the published learning and assessment requirements. Recognition is not implied.
Preview · not issued