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

4.8
stars
3,394 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 29, 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 11, 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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576 - 600 of 816 Reviews for Generative AI with Large Language Models

By Yohan R

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Oct 16, 2023

Cool and very helpful.

By Daniel S L

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Mar 14, 2025

Great and Interactive

By Raoul B

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Dec 8, 2023

very well structured!

By Maria C O I

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Jul 9, 2023

Great and very useful

By Orest

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Jul 6, 2023

Great course on LLMs!

By Dr. H O

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Aug 10, 2023

It's a Great Course!

By kaleem u

•

Nov 21, 2024

Interesting course.

By Sachin V

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Jul 20, 2024

Exceptional content

By Mohsinur R

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Jun 13, 2024

It was challenging!

By Daniel B

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Mar 18, 2024

Very recommendable!

By Rishiraj S R

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Oct 13, 2023

super useful course

By Yogesh K

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Oct 24, 2023

Highly recommend !

By charan D

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Jul 11, 2023

Exceptional course

By Zain A

•

Feb 19, 2025

Best instructors.

By srijena

•

Feb 26, 2024

Very informative!

By Andreas P

•

Jan 2, 2024

Great experience!

By Pavel B

•

Oct 11, 2023

Excellent course!

By ByungJoo P

•

Aug 6, 2023

Great contents!!!

By manny v

•

Jul 7, 2023

Excellent course!

By RAHUL V

•

Mar 12, 2024

very informative

By Roberto A

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Jan 26, 2024

Very good Course

By Narasimha C

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Jan 16, 2024

Great Content!!!

By tarun b

•

Nov 25, 2023

Very Good Course

By Dattatray K

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Oct 9, 2023

Excellent course

By Shivakumar K

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Feb 5, 2025

Great learining