Why foundation models are a paradigm shift for AI

Foundation models are what will form the basis of generative AI for businesses. While machine learning has traditionally come about through supervised learning, a foundation model is a general purpose AI model that’s trained unsupervised, usually on large amounts of text or data that come from the internet.

Learn about this new class of flexible, reusable AI models that can help unlock new revenue, reduce costs and increase productivity.

00:00 Why foundation models are a paradigm shift for AI
01:02 Chapter 1 - Introduction to generative AI models
03:17 Chapter 2 - Getting started with generative AI
05:50 Chapter 3 - The platform approach for model management

[SheldonBeing]

When one truly understands systems…we would realize that it is…

“ ALWAYS NECESSARY TO DEVELOP A PROGRAM TO RULE THEM ALL…”

It’s just a UNIVERSAL RULE OF THUMB.

For any project/program/or construct to even exist…it is built upon a platform, be it “Hardware” or “Software “…both terms being subjective, depending on “Filter of Your Perception “

[SuperCatbert]

the analogy at the start is completely incorrect.

[mahiaravaarava]

Foundation models represent a paradigm shift for AI because they offer versatile, large-scale pre-trained models that can be fine-tuned for a wide range of tasks. Unlike traditional models, which are often built for specific tasks, foundation models like GPT-4 or BERT provide a robust base that improves efficiency, reduces the need for task-specific training, and enhances performance across various applications. This shift enables faster deployment and broader application of AI technologies.

[henryd]

I am currently changing career from Salesperson to Data Analyst. From your precise examples, I am wondering if Data Scientist is the path I should follow instead 😅

[jnslzr]

I think I missed the original question, what foundational models are?

[Jonnyrockin]

This video series teaches me so much about gen AI FM and business applications. Thank you

[ashokmhaske]

It was Fantastic, Awesome....Keep it up

[jameslester]

Pretty soon there will be no modeling agencies or actors jobs for tv and cinema because AI will do all the work. Check out the film “Looker” starring Alber Finney from the 80s and see that the future is here and it’s not friendly either.💀

[ShahZ]

Well put together thanks for the insight

[komlatselougou]

You're an amazing teacher. Thanks

[muhammadtaufiqurrohman]

While the material is awesome, I always thought she is just reading and memorizing, not truly understand what she talked. Anyway, good video.

[hookshot]

"We choose to go to the Moon in this decade and do the other things, not because they are easy, but because they are hard." 😅

[MraM]

Smaller models training larger models, 🤔 🧐.

[ahsanmohammed]

Overkill in trying to inject tone, body language and personality into talk.
This is technology you’re talking about. 
Not a ten year old child.

Sorry

[sdmarlow]

Create something new? Citation required.

[rrbb]

I can’t stand it when narrators look “OFF-camera”. It’s impersonal…and frankly rather RUDE.