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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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426 - 450 of 724 Reviews for Generative AI with Large Language Models

By Abhishek S

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Jan 8, 2024

Awesome Learning thank you deeplearning and aws

By Roderick P

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Jul 26, 2023

Enjoyed the course. Especially the Python labs.

By Abhishek K R

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Oct 14, 2024

Very good course, but I think it is expensive.

By Romy B

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Sep 7, 2024

Great information about LLM and Generative AI.

By anindya b

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Mar 2, 2024

Well Explained. RAG topic can more in details.

By Douglas L

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Aug 1, 2023

up-to-date , relevant contents and assignments

By Elbeinane A

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Jun 22, 2024

Very good overview of LLMs field ! i loved it

By Emiliano S

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May 24, 2024

Got the skills to start creating Gen AI tools

By Sheik J

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Oct 1, 2023

Best Course for the generative AI enthusiasts

By Thomas G

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Jul 30, 2023

Thank you so much for the great explanations!

By Robin H

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Oct 9, 2024

Very useful course to have a overview of LLM

By Agustin B

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Aug 28, 2024

Incredibly thorough for such a short course.

By David A D

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Nov 20, 2023

Really good and conscise with hands on labs!

By Subramonia P

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Sep 3, 2023

Excellent, motivated to do many such courses

By Thomas E

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Jan 21, 2024

Course offers great overview, just perfect!

By Pierre R

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Sep 21, 2023

Very complete course. Definitely recommend.

By Anand S

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Aug 31, 2023

Awesome course to get deep dive into GenAI.

By Ragavendran S

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May 2, 2024

Really nice course to get started with LLM

By Shivam T

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Apr 24, 2024

its very impactful way of learning😍😍😍😍

By Iura C

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Apr 14, 2024

A good Deep dive overview of Generative AI

By HAMZA L

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Apr 1, 2024

excellent introduction to genai with llms!

By Hossein K

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Jul 27, 2023

Excellent course! definitely recommend it.

By mir

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Jul 16, 2023

Great course! A lot of useful information!

By Ahmed A

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Jul 3, 2024

Really good, it help me in my current job

By Rhéa H

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Jan 23, 2024

Excellent course with clear explanations.