Artificial Intelligence & Machine Learning
Class 6 Foundation Stage: Explore AI Foundations, Machine Learning from Examples, Computer Vision, Speech-to-Text, Conversational Chatbots, Language Translation, Navigation & Game AI, Data Privacy, and Human Oversight across 10 structured modules.
Course Chapters & Learning Modules
Total 10 interactive modules with guided checkpoint challenges.
Module 1: What Is AI?
Explain artificial intelligence in simple words, distinguish AI systems from ordinary programs, identify AI around us, and describe why humans remain important.
Module 2: AI Learns from Examples
Understand training data, labels, features, models, the critical separation of training vs testing data, and why data quality matters.
Module 3: Computer Vision Basics
Discover how computers process images using pixels, image classification, object detection bounding boxes, and segmentation.
Module 4: Speech to Text
Understand speech recognition: sound waves to digital signals, acoustic and language models, live captions, and voice privacy.
Module 5: Chatbots
Explore conversational chatbots: rule-based vs generative bots, prompt engineering, handling hallucinations, and safe homework practices.
Module 6: Translation Systems
Understand machine translation: source and target languages, idioms, cultural context, ambiguity, and human translation review.
Module 7: AI in Games and Maps
Discover pathfinding algorithms, non-player character (NPC) behavior, traffic prediction, and balancing automated navigation with human judgment.
Module 8: Data Privacy
Understand personal data, sensitive data, informed consent, data minimisation, encryption, and protecting personal boundaries in AI.
Module 9: Humans Control AI
Learn why humans must remain in control: human oversight, bias, fairness, accountability, safety testing, and challenging automated decisions.
Module 10: Combined Revision and Test
Synthesize all Topic 2 concepts: AI foundations, learning from data, vision, speech, chatbots, translation, navigation, privacy, and ethics, plus complete the Final Checkpoint Exam.
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