Artificial Intelligence Foundations Thinking Machines

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01 - Introduction

01 - Welcome.mp4

01:58

02 - 1. What Is Artificial Intelligence

01 - Define general intelligence.mp4

04:47

02 - The history of AI.mp4

04:26

03 - Strong vs. weak AI.mp4

04:53

04 - Plan AI.mp4

04:57

03 - 2. The Rise of Machine Learning

01 - Machine learning.mp4

04:58

02 - Artificial neural networks.mp4

04:26

03 - Perceptrons.mp4

05:17

04 - 3. Finding the Right Approach

01 - Match patterns.mp4

04:54

02 - Data vs. reasoning.mp4

04:33

03 - Unsupervised learning.mp4

04:38

04 - Backpropagation.mp4

04:22

05 - Regression.mp4

04:51

05 - 4. Common AI Programs

01 - Robotics.mp4

04:52

02 - Natural language processing.mp4

04:40

03 - The Internet of Things.mp4

04:09

06 - 5. Mixing with Other Technologies

01 - Big data.mp4

04:22

02 - Data science.mp4

04:39

07 - 6. What Has Changed

01 - Generative AI.mp4

03:08

02 - Foundation models.mp4

03:12

03 - Self-supervised learning.mp4

03:02

08 - 7. Avoiding Pitfalls

01 - Pitfalls.mp4

04:39

09 - Conclusion

01 - Next steps.mp4

01:06

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Artificial Intelligence

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