AI for Business: A (non-technical) introduction
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While everyone seems to be talking about AI these days, it may not be entirely clear how to use it to drive value in business. Here, I give a non-technical introduction to AI and share tips on how to use it in practice.
📰 Read more: / ai-machine-learning-for-business
References
[2] DALLE-2
[3] Canva
[4] Royal Society. (2017). (rep.). Machine learning: the power and promise of computers that learn by example. Retrieved January 20, 2024, from https://royalsociety.org/~/media/poli....
Introduction - 0:00
Outline - 0:37
What is AI? - 1:14
Intelligence in action - 2:13
Models - 3:37
2 Types of Models - 4:28
Machine Learning - 5:26
Example: Credit Decisioning - 7:22
5 Rules of Thumb for Using AI - 9:28
1) Focus on problems, not technologies - 10:10
2) Apply to problems you solve repeatedly - 12:47
3) "70% Solution" is good enough - 14:44
4) 1 failure doesn't erase 9 successes - 15:30
5) Start simple, fast, and easy - 16:17
Key Terms & Recap - 19:10
What's next? - 19:59
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