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

4.8
stars
3,103 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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351 - 375 of 764 Reviews for Generative AI with Large Language Models

By 簡紹翔

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Dec 17, 2023

great content, excellent lab, useful and applicable in real-world scenario

By Ivan

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Aug 5, 2023

Great learning content and experience. Nice to follow and great workshops.

By Dilip S

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Nov 13, 2023

This is an excellent course and I am pleasantly surprised by the quality.

By Vijaykumar S

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Aug 7, 2023

Very good content and lab exercises. Instructors were very knowledgeable.

By Marc A

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Jul 23, 2023

A very good and organised overview of the main concepts of Generative AI.

By Suesarn W

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Apr 14, 2024

It's a very good course, covering the basics and making it really clear.

By Jawahar G

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Aug 21, 2023

The course has been truly enriching and a fantastic learning experience.

By Gustavo F

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Aug 16, 2023

An excellent blend of introductory material and technical depth on LLMs.

By christian a s v

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May 25, 2024

My first course was absolutely amazing, thanks to the awesome teachers.

By Johnson c

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Aug 14, 2023

It is a good course for Generative AI for LLM with AWS sagemaker lab

By Peter S

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Jul 23, 2023

Great course with up-to-date information in such a fast evolving field.

By Simon B

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Aug 2, 2024

This course gave me a very good overview of generative AI development.

By Aswani K

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Jan 19, 2024

gained lot of knowledge and good understanding from basics to advanced

By Sairaghavendra V

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Jul 6, 2023

Very good course looking forward for next which involves in GPT models

By Imthias A

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Oct 31, 2024

Very organised course. Good Coach. Lab could be made more interesting

By Vsevolod N

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May 24, 2024

Very dense course. Very educational. Labs are not interactive though.

By Angel B

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Nov 20, 2023

It is a very good course about LLMs. Very good lectures and nice lab.

By Javier A F R

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Dec 11, 2024

Excellent balance between technical depth and practical application.

By jagdeesh1009

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Oct 29, 2024

Good and overall understanding of knowlege from basics and hands on.

By Joseline R

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Feb 23, 2024

in depth course, well explained and well organized. I learnt so much

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 3, 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 25, 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.