Beginners guide to AI powered digital transformation
Mode of delivery: In person
Duration: 8 hours
Course content: Lecture notes, presentation, hands on case-studies
Certificate issued on completion: Yes
Introduction
The training package is designed to offer a full day programme to early-career professionals who have limited programming experience. The uniqueness of the training is to deliver hands-on AI activities, which allows the participants to review the programming basics to be able to understand and uptake key technological knowledge. Additionally, the programme also offers case study review and take away resources to enable participants to continue learning AI at their leisure.
Suitable for:
- Young graduates (undergraduates, postgraduates) and early-career researchers
- Mid-level management personnel wishing to transition into AI sector
- Regulators who are keen to know more about the possibility of AI technologies
- Engineering teams who are actively seeking to migrate towards adopting AI technologies.
Module 1: Demystifying AI — Review of what’s happening under the hood
- The history and origins of AI
- Introduction to data driven approach to intelligence
- Transition from mathematical models to practical applications
- Cross sectoral applications of AI
- How to get started with AI — infrastructure, resources, and tools.
Module 2: Hands-on AI activities
- Scientific overview of AI algorithms
- What is bias in AI — Garbage in Garbage out
- Setting up of an AI environment
- Training procedures and processes
- Metrics for evaluation and performance assessment
Module 3: Case-studies and next steps
- Upcoming trends in technology
- Key take away(s)
- Resources
- Tools
