Generative AI for Businesses
summary
Claim: generative AI will add trillions to the economy and 81% of enterprises plan to use foundational models, with 90% adoption in US/UK/Germany and 70% of software vendors integrating gen by 2026. Demonstrated stack: WatsonX AI on hybrid cloud with Red Hat OpenShift, a foundational model library including Llama 3 45B, a retrieval-augmented generation workflow using a vector DB and uploaded PDFs. Also shows synthetic data, prompt lab, prompt-tuning, and an automated ML pipeline that ranks multiple models for Telco churn and selects the best-performing pipeline.
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chapters (8)
- 0:00Generative AI introduction
- 3:27AI adoption trends
- 14:11Watson X AI architecture
- 33:13Live demo of Watson X tools
- 55:13Automated ML and deployment
- 1:04:11Getting started with Watson X
- 1:07:41EU AI Act compliance
- 1:08:45Q&A
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