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: https://towardsdatascience.com/ai-machine-learning-for-business-24bcf9754038?sk=e70bbde04d7991d8dc73c896e1928e53
▶️ Series Playlist: https://www.youtube.com/playlist?list=PLz-ep5RbHosWU-y0tppW1igv-BzSQdHmc

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/policy/projects/machine-learning/publications/machine-learning-report.pdf.

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Homepage: https://www.shawhintalebi.com/

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

Тэги:

#ai_for_business #AI #artificial_intelligence #machine_learning #model #ml #business #ai_for_marketing #ai_business_tools #ai_for_beginners #beginners_guide #introduction #guide #tutorial #ai_for_business_leaders #ai_for_business_operations #ai_for_small_business #how_to_use_ai_in_business #ai_business_opportunties #generative_ai #machine_learning_for_business #machine_learning_for_business_intelligence #CEOs_guide_to_AI #andrew_ng_ai #chatgpt #openai #chatbot #prediction #data_science

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