
AI Upskilling Program
Understand AI. Use It Confidently. Stay Ahead.
Artificial Intelligence is no longer optional — it’s already shaping how we work, decide, and compete. But between hype, fear, and misinformation, many professionals are left unsure where to start or how to use AI responsibly.
Our AI Upskilling Programme is designed to cut through the noise and give you clarity, confidence, and practical skills — no technical background required.
This programme consists of two focused, complementary courses:
-
an Introductory Foundations course to understand AI properly
-
a hands-on Practical course to apply AI safely and effectively
You can attend either course individually or combine both for the complete AI learning experience.
Course 1: AI Foundations, Ethics & the Regulatory Landscape
Build a Clear, Confident Understanding of AI
(Introduction / Theory)
This course strips away the jargon and demystifies Artificial Intelligence. You’ll gain a clear, realistic understanding of how AI works, what it can (and cannot) do, and the responsibilities that come with using it.
Perfect for professionals who want to:
-
understand AI without becoming technical
-
make informed decisions rather than relying on hype
-
stay compliant and future-ready
What you’ll learn
-
What AI really is (and isn’t)
Understand AI as a machine-based system driven by data, algorithms, and statistics — including the difference between traditional AI and Generative AI (GenAI).
-
Myths vs reality
Why AI isn’t conscious, why it doesn’t “think,” and why AI is now accessible to organisations of all sizes.
-
Why data matters
Learn how data trains AI models and why data quality directly affects outcomes.
-
How AI learns and produces results
A simple explanation of AI models, training, and outputs.
-
AI and the law: The EU AI Act
A clear overview of the EU’s risk-based framework, from minimal to unacceptable risk.
-
Opportunities and risks
Boosting productivity through automation — while understanding risks like hallucinations and bias.
-
The future of work
Why human skills such as judgment, empathy, and critical thinking are becoming more valuable, not less.
Course 2: AI in Action – Literacy, Evaluation & Practical Tooling
Use AI Safely, Critically, and Effectively
(Practical / Application)
This interactive, hands-on course is designed for participants ready to use AI — not just talk about it. It builds real-world skills you can apply immediately at work or in daily life.
Ideal for anyone who wants to:
-
avoid being misled by AI-generated content
-
protect themselves from AI-powered scams
-
improve productivity using AI tools
What you’ll do
-
Spot AI fakes
Learn to identify deepfakes and AI-generated images by spotting subtle visual clues and inconsistencies. -
Outsmart AI-powered scams
Detect voice cloning scams and AI-written phishing emails, such as suspicious domains and hyperlink tricks, using practical red-flag techniques. -
Evaluate AI outputs critically
A hands-on analysis of real-world bias in recruitment, medical reporting, and news generation. Participants will engage in fact-checking exercises to identify "source hallucinations". -
The Human-in-the-Loop Case Study
Evaluating a high-risk insurance claim scenario to determine where human oversight must intervene to prevent discrimination and ensure transparency and accountability. -
Master prompting and tooling
Learn a professional prompting framework (Role, Task, Context, Constraints) and explore how to chain tools like ChatGPT and Canva — plus basic automation using platforms like Make.

Who are these courses for? Everyone.
No matter your starting point, these beginner courses are designed for you.
-
General Workforce (Non-Technical Roles)
-
AI System Deployers and Providers (Organisations)
-
Staff and Employees Directly Operating AI Systems
-
Users of Generative AI (e.g., for Content Creation)
-
Contractors, Service Providers, and Other Persons
-
Employees Facing Job Evolution/Augmentation
-
Affected Persons (Including Clients/Customers)
-
Small and Medium-sized Enterprises (SMEs) and Public Sector Organisations

Dates, Duration & Fees
-
Course 1 – Introduction (Theory):
19th February | 5:00pm – 7:00pm -
Course 2 – Practical (Application):
26th February | 5:00pm – 7:00pm -
Duration: 2 hours per course
-
Fee: €40 per course
-
Bundle Option: €70 for both courses
Participants may attend either course independently or enroll in both courses to maximise understanding and practical capability across the full AI landscape.
Your Instructors
Keith Azzopardi brings academic authority and practical expertise as a Data Scientist to AI Upskilling. He holds an M.Sc. in Signal Processing & Machine Learning and is currently a PhD researcher at the University of Malta, specializing in the ethical integration of Generative AI to create scalable educational content. He is uniquely positioned to guide learners on AI's technical foundations and strategic professional application.
Karl Cini expertly combines the rigor of a Certified Public Accountant (FCCA) with the technical skill of a Data Scientist. With an M.Sc. in Data Science (Distinction) and over two decades in finance and consulting, he is uniquely qualified to teach AI Literacy. Karl ensures learners grasp both the technical tools and the crucial financial and strategic implications of digital transformation. He is also currently a researcher at the University of Malta within the Department of AI.

