Duration: 1 day
There are many mishaps in perceptions people have about AI. This course will show you how AI really works. You can then incorporate it in your business strategy and day-to-day tasks. It includes the principles of AI. Next, a quick tour of LLMs and Neural Networks. Then a demonstration of how Python AI libraries can be used to classify images.
Content
1.AI Concepts
2.Large Language Models Unveiled
3.Neural Networks Explored
4.AI in Action
Five Benefits of Attending the Talk
- Understand AI from first principles — Attendees gain a grounded explanation of what AI actually is, including supervised vs. unsupervised learning, classification, clustering, and real‑world applications.
- Demystify Large Language Models (LLMs) — The session breaks down how LLMs work, including transformers, self‑attention, training, and fine‑tuning, helping people understand systems like ChatGPT and Copilot.
- See neural networks explained simply — Participants learn how neural networks learn patterns, adjust weights, and build abstractions, making complex concepts accessible.
- Watch AI in action with real code — The Keras walkthrough shows how to build, train, and use a neural network for image classification, giving attendees practical insight into how models are built.
- Leave with resources and demos — Downloadable workshop notes and code examples allow attendees to continue learning after the session.