AMPBA Curriculum
AMPBA
Curriculum
Cutting Edge Curriculum
AMPBA is designed for professionals with at least two years of experience who want to strengthen their ability to translate data into business value. Whether you work in technology, analytics, consulting, finance, operations, marketing, or product management, the programme helps you combine business context with analytical thinking to drive meaningful outcomes. No prior programming expertise is required.
Introduction to Python
Introduction to R-programming
Introduction to SQL
Introduction to Linear Algebra
Introduction to Probability
Descriptive Statistics using R
Data Collection & Pre-Processing
Data Visualization
Optimisation
Data Engineering
Machine Learning: Unsupervised Learning 1
Statistical Analysis 1
Big Data Management
Machine Learning: Supervised Learning 1
Machine Learning: Unsupervised Learning 2
Advanced Optimisation & Simulation
Statistical Analysis 2
Contemporary Topics 1: MLOps
Deep Learning
Advanced Statistical Analysis
Forecasting Analytics
Machine Learning: Supervised Learning 2
Contemporary Topics 2: Agentic AI