Programme Content
Programme Modules
Module 1:
Data Science and AI in today's World
Module 2:
Data Cleaning and Preparation
Module 3:
Data Modelling
Module 4:
Introduction to Data Analytics
Module 5:
Data Visualization
Module 6:
Data Analytics Capstone Project
Module 7:
Introduction to Artificial Intelligence
Module 8:
Introduction to Machine Learning
Module 9:
Supervised Learning Techniques
Module 10:
Regression and Classification Techniques
Module 11:
Advanced Classification and Regression Techniques
Module 12:
Time Series Analysis
Programme Modules
Module 13:
Unsupervised Learning Techniques
Module 14:
Capstone Project on Machine Learning
Module 15:
Neural Networks and Deep Learning
Module 16:
Reinforcement Learning
Module 17:
NLP and Text Analytics
Module 18:
Recommender Systems
Module 19:
Gen AI Models
Module 20:
Working with Gen AI Models
Module 21:
Responsible AI Ethical considerations
Module 22:
Gen AI in Digital Marketing
Module 23:
Gen AI in Product Management
Module 24:
Gen AI in Leadership
Programme Modules
Module 25: Gen AI in Finance
Module 26: Gen AI in Supply Chain Management
Module 27: Capstone Project on Gen AI
Module 28: Integration of AI into Existing Systems
Module 29: Impact of Gen AI on Leadership, Management and Industry
Module 30: AI-led Culture, Governance and Compliance
Module 31: AI Strategy
Module 32: Capstone Project on AI Strategy
