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

4.8
stars
3,565 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

JH

Oct 14, 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.

YA

Nov 6, 2023

I learned so much through the material and topics presented during this course. The topics are explained in detail and easy-to-understand way, and the labs and quizzes solidify the learning.

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576 - 600 of 848 Reviews for Generative AI with Large Language Models

By Guoxiang Z

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Oct 27, 2024

exactly good course for LLM

By Kunal B

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Apr 18, 2024

Great, solid course on LLM

By Marcos G F

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Nov 6, 2023

Very useful and affordable

By HIMANSHU L

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Sep 17, 2023

Wonderfuly curated course.

By Renato B

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Nov 2, 2023

Ótimo e objetivo. Adorei!

By Harikumar B

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Jul 11, 2024

insightful and enriching

By AISSA B

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Apr 22, 2024

it's very helpful course

By Ahmed R

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Jul 24, 2023

Great deep dive in GenAI

By david c

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May 5, 2024

Such great instructors.

By 대서양 청

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Dec 30, 2023

What a perfect lecture!

By Ayowole T

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Jul 25, 2023

Very informative course

By rin r

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Oct 3, 2024

Very good explanation.

By Govind S

•

Aug 5, 2024

This is Amazing course

By Yohan R

•

Oct 15, 2023

Cool and very helpful.

By Daniel S L

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Mar 13, 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

•

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

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Nov 21, 2024

Interesting course.

By Sachin V

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Jul 19, 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