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Learner Reviews & Feedback for Generative AI with Large Language Models by DeepLearning.AI

4.8
stars
3,061 ratings

About the Course

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications. By taking this course, you'll learn to: - Deeply understand generative AI, describing the key steps in a typical LLM-based generative AI lifecycle, from data gathering and model selection, to performance evaluation and deployment - Describe in detail the transformer architecture that powers LLMs, how they’re trained, and how fine-tuning enables LLMs to be adapted to a variety of specific use cases - Use empirical scaling laws to optimize the model's objective function across dataset size, compute budget, and inference requirements - Apply state-of-the art training, tuning, inference, tools, and deployment methods to maximize the performance of models within the specific constraints of your project - Discuss the challenges and opportunities that generative AI creates for businesses after hearing stories from industry researchers and practitioners Developers who have a good foundational understanding of how LLMs work, as well the best practices behind training and deploying them, will be able to make good decisions for their companies and more quickly build working prototypes. This course will support learners in building practical intuition about how to best utilize this exciting new technology. This is an intermediate course, so you should have some experience coding in Python to get the most out of it. You should also be familiar with the basics of machine learning, such as supervised and unsupervised learning, loss functions, and splitting data into training, validation, and test sets. If you have taken the Machine Learning Specialization or Deep Learning Specialization from DeepLearning.AI, you’ll be ready to take this course and dive deeper into the fundamentals of generative AI....

Top reviews

OK

Jan 28, 2024

Easily a five star course. You will get a combination of overview of advanced topics and in depth explanation of all necessary concepts. One of the best in this domain. Good work. Thank you teachers!

C

Jul 10, 2023

A very good course covering many different areas, from use cases, to the mathematical underpinnings and the societal impacts. And having the labs to actually get to play around with the algorithms.

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476 - 500 of 755 Reviews for Generative AI with Large Language Models

By chakka k

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Jan 31, 2024

Truely Course structure is user friendly

By Burak A

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Jan 20, 2024

This course offers all about LLMs. 10/10

By aymen m

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Sep 2, 2023

Good course ! good labs ! really awesome

By Pandu G

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Jul 20, 2023

Lot of information on LLMs. Nice course.

By Max G

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Jul 2, 2023

Excellent course -- overview plus depth.

By Marcus K

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Jun 24, 2024

Awesome content for the amount of hours

By Chip G

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Apr 19, 2024

Began my training on how dig Gen AI is.

By K D

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Dec 3, 2023

Very thorough, extensive and up-to-date

By Jayavibhav N

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Aug 23, 2023

Amazing course to get started with LLMs

By Trisha K

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Jul 2, 2024

Amazing, quick paced, and interesting!

By Vijay V

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Mar 5, 2024

Really good overview of LLM techniques

By Vivek C

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Feb 4, 2024

Best course to learn the Generative AI

By Subramanian R

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Dec 6, 2023

Excellent course and I really loved it

By Vignesh T

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Oct 23, 2023

Very Good Course on LLM Understanding

By Min Y

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Aug 19, 2023

great LLM course, excellent materials

By Garrett

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Jul 7, 2023

I learned a lot and had fun doing it.

By Manideep R E

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Jul 24, 2024

A worth to learn course Gen AI peeps

By Ravi M

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Oct 12, 2023

Well designed and very useful course

By Sergio E P

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Jul 23, 2023

Great! So many topics well explained

By Mushtaq M

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Nov 7, 2024

Deep and very elaborate coverage...

By Eoin M

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May 9, 2024

Excellent - a very thorough course.

By Ken Y

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Oct 24, 2023

Well structured and quite complete!

By Sambhaji W

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Jul 1, 2023

Very good resource for learning LLM

By Xabier L L d V

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Dec 3, 2024

Very interesting overview on LLMs.

By Kumaresan P

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Nov 8, 2024

One the best AI course out there.