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853: Generative AI for Business, with Kirill Eremenko and Hadelin de Ponteves
Manage episode 461072531 series 2532807
Kirill Eremenko and Hadelin de Ponteves AI educators, whose courses have been taken by over 3 Million students, sit down with Jon Krohn to talk about how foundation models are transforming businesses. From real-world examples to clever customization techniques and powerful AWS tools, they cover it all.
bravotech.ai - Partner with Kirill & Hadelin for GenAI implementation and training in your business. Mention the “SDS Podcast” in your inquiry to start with 3 complimentary hours of consulting.
This episode is brought to you by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
- (07:00) What are foundation models?
- (15:45) Overview of the foundation model lifecycle: 8 main steps.
- (29:11) Criteria for selecting the right foundation model for business use.
- (41:35) Exploring methods to customize foundation models.
- (53:04) Techniques to modify foundation models during deployment or inference.
- (01:11:00) Introduction to AWS generative AI tools like Amazon Q, Bedrock, and SageMaker.
Additional materials: www.superdatascience.com/853
941 tập
Manage episode 461072531 series 2532807
Kirill Eremenko and Hadelin de Ponteves AI educators, whose courses have been taken by over 3 Million students, sit down with Jon Krohn to talk about how foundation models are transforming businesses. From real-world examples to clever customization techniques and powerful AWS tools, they cover it all.
bravotech.ai - Partner with Kirill & Hadelin for GenAI implementation and training in your business. Mention the “SDS Podcast” in your inquiry to start with 3 complimentary hours of consulting.
This episode is brought to you by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
- (07:00) What are foundation models?
- (15:45) Overview of the foundation model lifecycle: 8 main steps.
- (29:11) Criteria for selecting the right foundation model for business use.
- (41:35) Exploring methods to customize foundation models.
- (53:04) Techniques to modify foundation models during deployment or inference.
- (01:11:00) Introduction to AWS generative AI tools like Amazon Q, Bedrock, and SageMaker.
Additional materials: www.superdatascience.com/853
941 tập
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