How AI works: major models explained in 25min
In this AI crash course, we'll review how AI works, what is supervised, unsupervised, and reinforcement learning. How Generative AI like GPT or Midjourney work.
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Timecodes:
00:00 Intro
00:53 Terminology
01:45 Why now
02:43 ML classification
03:15 Supervised learning
05:49 Classification: type of supervised learning
07:42 Regression: type of supervised learning
08:31 Unsupervised learning
09:10 Clustering: type of unsupervised learning
10:13 Comparison of supervised and unsupervised learning
11:36 Transformers and Generative AI
12:37 Reinforcement learning
13:18 AI models recap
13:52 Narrow AI
14:20 AI capabilities and limitations
17:54 Pre-trained models
19:11 Biases in AI
21:20 Unethical and dangerous results
23:54 General AI
24:56 AI revolution
25:55 Conclusion
Music: Uniq - Reverse / reverse-uniq
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