Week 2 - Introduction to AI (1).pdf

WEEK 2 Introduction to AI First Semester | A.Y. 2024 - 2025 What is AI? Involves machines simulating human-like intelligence Tasks like learning, reasoning, problem-solving, perception, and language understanding Examples: Voice recognition, language tra...

WEEK 2 Introduction to AI First Semester | A.Y. 2024 - 2025 What is AI? Involves machines simulating human-like intelligence Tasks like learning, reasoning, problem-solving, perception, and language understanding Examples: Voice recognition, language translation, self-driving cars, Siri or Google Assistant Types of AI Narrow AI General AI Specialized to a specific task General intelligent actions Knowledge does not Self-learns and reasons transfer to other domains with its environment Learns from thousands of Learns from few examples labelled examples or unstructured data Today’s AI Knowledge can transfer to new domains and tasks AI Techniques 01. 02. Machine Learning Computer Vision Systems learn from data AI interprets visual data, to improve accuracy. like images and videos. 03. 04. Natural Language Processing Robotics Ability to understand, interpret, Using AI to control robots and generate human language. for automated tasks.  Real-World Applications Assists in diagnosis, treatment planning, and Healthcare drug discovery. Finance Fraud detection, personalized financial services. Transport Self-driving cars, drones, traffic optimization. Personalized recommendations, inventory Retail management. Entertainment AI-generated music, movie recommendations.  Future of AI 01. 02. General AI AI & Creativity Systems that think and AI-generated art, music, reason like humans and literature 03. AI in Global Challenges Solving complex issues like climate change, disaster relief, and space exploration Create a single-page infographic on the history of Artificial Intelligence. Mark the great milestones in history with a single sentence descriptor if necessary. There is no need to include a detailed description or explanation. ACTIVITY #1