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"Artificial Intelligence Foundations: Thinking Machines" offers a foundational exploration into the core principles of artificial intelligence, focusing on the concept of machines that can simulate human thought processes. This course introduces learners to the history, philosophy, and key technologies that underpin AI systems designed to ‘think’ and make decisions. Participants will dive into the basics of intelligent agents, problem-solving techniques, search algorithms, knowledge representation, and reasoning methods. The course explains how machines perceive, learn, and adapt to complex environments, drawing parallels...
Introduction
1. What Is Artificial Intelligence?
2. The Rise of Machine Learning
3. Finding the Right Approach
4. Common AI Programs
5. Mixing with Other Technologies
6. What Has Changed?
7. Avoiding Pitfalls
Conclusion
Doug Rose
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