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Foundations of AI and Machine Learning
Curriculum
1 Section
15 Lessons
30 hours
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Unit 1 — Foundations of AI and Machine Learning
15
1.1
How Innovators Throughout History Paved the Way for Modern AI: From Babbage to Turing
20 mins
1.2
The Emergence of Modern AI
20 mins
1.3
From Optimism to Pessimism: The Story of the AI Winter
20 mins
1.4
The Rise of Expert Systems
20 mins
1.5
AI Revival: A Fitful Resurgence
20 mins
1.6
The Birth of Modern AI
20 mins
1.7
AI Today
20 mins
1.8
Driver of the 21st Century Economy
20 mins
1.9
Final Thoughts
20 mins
1.10
References
20 mins
1.11
Definition of AI
20 mins
1.12
Machine Learning
20 mins
1.13
How Machines Learn
20 mins
1.14
Neural Networks
20 mins
1.15
Common Deep Learning Models
20 mins
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