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

4.8
stars
2,862 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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401 - 425 of 724 Reviews for Generative AI with Large Language Models

By K V

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Sep 26, 2023

Really Really useful, Such a wonderful experience!!!

By Gordon L

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Jul 15, 2023

Very informative and helpful and immediately useful.

By silky p

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Sep 18, 2024

Exceptionally good! Very interesting and engaging.

By Ravi S

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May 22, 2024

Shed light on a lot of topics that felt mysterious!

By Jorge I A T

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May 13, 2024

Muy bien explicado, los laboratorios son muy utiles

By Shwetambari M

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Sep 18, 2024

Course is easy to understand. Labs are interactive

By Ali M

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Mar 4, 2024

very nice level of details while keeping it simple

By Pamudu R

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Feb 6, 2024

The content was excellent; really appreciate it!!!

By Vijayaraghavan V

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Dec 16, 2023

Excellent explanations and good coverage of topics

By Kamran M

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Sep 9, 2023

A great course to get started in the world of LLMs

By Andy H

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Aug 21, 2023

Amazingly concise info on LLMs and related topics.

By Aritra S

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Jul 4, 2023

Excellent content, short , crisp and to the point.

By shashanka b

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Jul 3, 2023

one of the best comprehensive courses on the topic

By T C

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Sep 14, 2024

A very informative and very well designed course.

By Antony J

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Aug 24, 2024

The hands-on lab exercises are extremely helpful.

By Maninda W E

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Jan 1, 2024

This was an awesome kickstarter to the LLM world!

By Alexander d C O

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Dec 11, 2023

This is a excellent course maybe beyond our time.

By Grigori F

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Jul 6, 2024

Thank you very much for this very useful course!

By Shruti H

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Apr 21, 2024

Very helpful course to start with Generative AI!

By Muhammad N

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Mar 24, 2024

An excellent course to start your journey in LLM

By Juan J A G

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Dec 28, 2023

Excelent way to know about generative AI and LLM

By Jordi M N

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Aug 18, 2023

Best course by far I have done on Generative AI.

By Florian C

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Jul 12, 2023

Very insightful content and great hands-on labs!

By Sabari M S

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Oct 20, 2024

Excellent course and completely worth the time.

By Balaji A

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Aug 24, 2024

Very good course covering all the needed basics