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Overview
"Exploring the World of AI" is an introductory course designed for students, professionals, and curious learners seeking a foundational understanding of artificial intelligence. This course offers a broad overview of AI concepts, technologies, and real-world applications across industries such as healthcare, finance, education, and entertainment. Participants will learn about the history and evolution of AI, key terms like machine learning, neural networks, and natural language processing, and how AI systems are trained and deployed. The course also explores emerging AI trends,...
Syllabus
- The World of AI
- What Is AI?
- Exercises
- An Agent That Learns
- Exercises
- Behind the Scenes: Reinforcement Learning
- Exercises
- Traditional AI and Machine Learning
- Exercises
- Downloads
- Assignment Week 1
- More About How Machines Learn
- Supervised Learning
- Exercises
- Behind the Scenes: Supervised Learning
- Exercises
- Unsupervised Learning
- Exercises
- Behind the Scenes: Unsupervised Learning
- Exercises
- Downloads
- Assignment Week 2
- The (Smaller and the) Bigger Picture
- Can Machines Think?
- Exercises
- A Closer Look at Neural Networks
- Exercises
- AI and Society
- Exercises
- Additional Notes for Teachers
- Downloads
- Assignment Week 3
Instructor
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