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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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401 - 425 of 848 Reviews for Generative AI with Large Language Models

By Fangwen T

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Oct 1, 2023

Great course. I learnt much SoTA Techniques of Generative AI and LLM

By Slava R

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Sep 2, 2023

good course but the labs are easy to complete but hard to understand

By Jorge C

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Jul 25, 2023

Excellent introduction to the world of the LLM-powered applications!

By Bharath K

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Jan 24, 2025

Perfect Course for beginner to learn about LLM and its applications

By Kapeesh K

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Jun 26, 2024

Very good content and flow of thoughts from speakers are excellent.

By Rohit D

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Feb 10, 2024

Very well compiled, hands on lab and very knowlegeable instructors.

By Kashyap R M

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Oct 14, 2023

Exceptional course, great content. Thank you very much to all gurus

By Julia F

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Jul 3, 2025

Really good overview, great teachers, very good learning material!

By Timouthee

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Mar 29, 2024

This is a good start for me to dive into the applications of RLHF.

By Arko B

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Aug 20, 2023

AMAZING VIEW AND INDEPTH INSIGHTS FROM THE WORLD OF GenAI and LLMs

By F.D. B G H

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Sep 6, 2024

Fantastic, I learn all what I wanted to learn. Highly recommended

By Sharan A V

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Apr 26, 2024

Very helpful course. Very excited to learn more courses like this

By Krishna C

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Apr 24, 2024

Excellent course with detailed explanations for all LLM concepts.

By sumit k

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Jul 16, 2023

Very Good Course on understanding Generative AI project lifecycle

By Rajesh K

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Aug 16, 2023

Excellent, well-crafted course with a lot of practical insights.

By Dharanendra S C

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Feb 9, 2025

Very good course to learn and gain knowledge on Gen AI with LLM

By Berenike L

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Jul 29, 2023

Great instructors and content! Looking forward to the next one.

By Karthikeyan G

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Jul 25, 2023

Excellently compiled courses for the LLM. Simple, neat and easy

By Murty G

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Jul 22, 2023

Learned important concepts of fine tuning LLMs using sagemaker

.

By Frédéric B

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Oct 24, 2023

very comprehensive and well explained even for business people

By Ashish C

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Sep 27, 2023

Excellent course, well placed. Thanks for the same. Keep it up

By Donald H

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Sep 6, 2023

Really helped to demystify what goes into getting LLM to work.

By Omar N T

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Jul 1, 2023

very comprehensive and detailed explanation

thanks deep ai team

By Kunal L

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Oct 28, 2025

Very well designed course to understand the concept of GenAI.

By vishal s

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Jan 13, 2025

Really Good Courses. Touches each topic with good information