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

4.8
stars
3,061 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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376 - 400 of 755 Reviews for Generative AI with Large Language Models

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 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 23, 2023

Learned important concepts of fine tuning LLMs using sagemaker

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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 28, 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 Swami N J

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Oct 7, 2024

Simplification of LLMs from a usage and training perspective.

By Parma R R

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Oct 3, 2023

Very good course and very well structured! Highly recommended

By Sahitya P

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Nov 27, 2024

Very good introductory AI LLM course covering all the basics

By Muhammad Z H b Z

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Nov 17, 2024

Great course! I learn so much about LLM and machine learning

By Subodh J

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Aug 23, 2024

Really good course. The best part is the hands-on exercises.

By David R D

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Jan 29, 2024

Excellent , provides great insight to work on LLM and LLMOps

By Mayank P J

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Dec 20, 2023

Very elegantly explained all the LLM concepts, to begin with

By Nicholas M

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Sep 17, 2023

Learned so much, grateful to everyone who made this possible

By Sulabh V

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Jul 17, 2023

great video lectures and lab exercises to learn the concepts

By John L

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Jul 13, 2023

very good explainations on LLMs, especially RLHF and PEFT.

By Divyashree .

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Jul 22, 2024

Very good one and helped me to learn new things. Thank you

By Joe J

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Apr 30, 2024

A good introduction to GenAI that covered many components.

By Kashif M

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Nov 13, 2023

Great starting point to learn about generative AI and LLMs

By Donaldo J

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Oct 6, 2023

Great course with a lot of information and super resources

By Prashant S

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Jul 7, 2024

Great course for deeper understanding of Gen AI and LLMs.