Programme Content
1
Module 01: The AI Landscape Opportunities Business Models
Understanding AI and Its Impact on Business Industries
Introduction to Statistical Learning
The AI Economy: How AI is Reshaping Business Models
2
Module 02: AI-Building Blocks - From Prediction to Personalization
Leveraging Sentiment Analysis
Regression for Forecasting: Demand, Pricing Market Trends
Customer Retention Churn Reduction
Market Basket Analysis Consumer Behaviour Insights
Recommender Systems
3
Module 03: AI and Deep Learning Tools Strategic Adoption
Basics of Python for AI
Basics of No-Code Low-Code AI: Making AI Accessible to Business Leaders
Understanding the Power of Deep Learning for Business Innovation
Natural Language Processing for Business: From Text to Insights
Computer Vision: How AI Sees Understands the Physical World
4
Module 05: Generative AI The Future of Intelligent Automation
Fundamentals of GANs and Transformers
Large Language Models (LLMs), RAG, Their Capabilities for Enterprises
Conversational AI Synthetic Data: Real-World Applications
Multimodal AI and its business use cases
5
Module 05: AI-Powered Business Transformation
AI Applications in Financial Management
AI Applications in Customer Experience Management
AI Applications in Supply Chain Management
6
Module 06: AI Strategy and Deployment
Responsible AI: Governance, Ethics, and Explainable AI
Building AI-Ready Teams a Culture of Innovation
Managing AI-centric Projects and ROI
Impact of Cloud Technologies in scalability and performance
