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TechnologyIntermediateAges 12+

Artificial Intelligence

Understand how modern AI works and build with it — from machine-learning concepts to chatbots and generative-AI applications.

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What you will learn

  • Explain how AI, machine learning and deep learning relate
  • Train simple models with real datasets
  • Use AI APIs to build intelligent applications
  • Build a working chatbot powered by a language model
  • Apply responsible-AI principles when building solutions

Course syllabus

  1. 1Foundations of AI

    • What AI can and cannot do
    • Rule-based systems vs learning systems
    • Everyday AI around us
    • Ethical & responsible use

  2. 2Machine Learning Essentials

    • Data, features & labels
    • Classification vs regression
    • Training your first model
    • Evaluating model accuracy

  3. 3Neural Networks & Deep Learning Concepts

    • How neural networks learn
    • Image recognition concepts
    • Language models explained simply

  4. 4Building with AI Tools & APIs

    • Using AI APIs in Python
    • Prompt engineering fundamentals
    • Building an AI chatbot
    • Generative AI for text & images

  5. 5Capstone: Your Own AI Project

    • Choosing a real problem
    • Designing the solution
    • Build, test & present
    • Responsible deployment checklist