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.
How AI will change design in the nearest future: https://youtu.be/seSFTF6rhw4
Design high-converting accessible e-commerce in minutes: https://techfoundation.gumroad.com/l/e-commerce_kit
Free UI design course: https://www.youtube.com/watch?v=1so9nqyjbYY&list=PLq_MSzhDeWSLK9SsQgQXzlQpgKg1iiZ01
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 https://soundcloud.com/uniqofficial/reverse-uniq
#UXDesign #UX #Figma #UXUI #ai #generativeai #artificialintelligence