Module A: Foundations of AI.
Mode of delivery: In person and online
Duration: 2 days
Course content: Lecture notes, presentation, hands on case-studies
Certificate issued on completion: Yes
Overview
Understand the fundamental concepts of AI, including machine learning and neural networks.
Key topics
- What is AI? Defining artificial intelligence; applications of AI across industries.
- The lifecycle of an AI application, from design to deployment.
- Machine Learning Basics: How algorithms learn from data; algorithms used for learning, reasoning, optimisation.
- Neural Networks: Exploring the architecture behind deep learning models; datasets and attributes used for AI model building.
- AI model deployment and scalability; management of AI systems and solutions.
- Practical workshops, interactive case-studies and group discussions; assessments to evaluate understanding and application.
