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

4.8
stars
3,609 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

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.

JH

Oct 15, 2023

I found this an excellent overview about Large Language Models, how they work, the different approaches for improving their performance and understanding the tradeoffs between these approaches.

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626 - 650 of 856 Reviews for Generative AI with Large Language Models

By Ajeet O

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Jul 2, 2023

Great Course !

By Kirill V

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Oct 27, 2024

great course!

By Yedukondalu V

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Aug 19, 2024

Very detailed

By Akram K

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Jul 31, 2024

greate course

By Nithin k G

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Apr 29, 2024

Great course!

By GUILLERMO R

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Mar 16, 2024

Great Course!

By Emiliano V

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Aug 23, 2023

Great Course!

By Roberto L M

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Aug 5, 2023

Great course!

By Alexander

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Jul 23, 2023

Great course!

By maheshchowdary k

•

Feb 13, 2026

great course

By Aishwary S

•

Aug 5, 2024

Great Course

By Prakash

•

Jan 28, 2024

Super useful

By Roghayeh M

•

Nov 20, 2023

Great course

By André A

•

Oct 7, 2023

Muito bom...

By Mostafa G

•

Sep 24, 2023

Great course

By Paul Z

•

Jul 22, 2023

Excellent --

By sachin s

•

Oct 20, 2024

Good course

By Brian S

•

Jan 19, 2024

Enjoyed it!

By Sabeur M

•

Jan 15, 2024

Great cours

By junjie l

•

Dec 27, 2023

very good!!

By ABelOr

•

Oct 23, 2023

it is great

By Ram R

•

Aug 14, 2023

Good course

By Tsai H H

•

Jan 22, 2024

AWS usage!

By Rajaram R

•

Dec 30, 2023

Very crisp

By Ani P

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Nov 17, 2023

Very good.