AI & Data Science
Business Analytics & Data Science
A broad, career-ready analytics program. Master Excel, SQL and Power BI, then layer on Python, statistics and machine learning to deliver dashboards and predictions that drive business decisions.
Skills you'll gain
Advanced ExcelSQLPower BI & DAXPythonStatistics & probabilityData visualisationMachine learningDashboard development
Curriculum
12 modules · tap any module to expand.
Business Analytics Foundations
Introduction to business analyticsSpreadsheets, data & analysisData preparation
Advanced Excel for Analytics
Advanced functionsLookupsPivot tables & chartsWhat-if analysis
Database Management & SQL
DBMS fundamentalsJoinsSubqueriesCTEs & viewsWindow functions
Business Intelligence with Power BI
Power Query EditorData modellingDAX fundamentalsAdvanced Power BI
Python for Analytics
Variables, data types & operatorsLoops & data structuresFunctions & OOP
Statistics & Probability
Probability & Bayes' theoremDistributionsHypothesis testingA/B testing
Machine Learning Foundations
Framing an ML problemEDASQL + Power BI integration
Data Analysis with Python
NumPyPandas analysisMerge & concatHandling missing values
Data Visualisation
MatplotlibSeabornPlotly
Data Cleaning & Feature Engineering
Outlier detectionFeature constructionSelection & extraction
Supervised Machine Learning
Linear & logistic regressionDecision treesEnsemble techniquesKNN, Naive Bayes, SVM
Capstone Project
End-to-end business analytics project
Career paths
- Business Analyst
- Data Analyst
- BI Analyst
- Analytics Consultant
- Reporting Specialist
Projects you'll build
- Interactive Power BI dashboard
- SQL + Python analysis
- End-to-end analytics capstone
Not sure if this is the right fit?
Book a free counselling call and we'll map Business Analytics & Data Science to your background and goals.