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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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476 - 500 of 848 Reviews for Generative AI with Large Language Models

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 Buani D E

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Nov 5, 2024

Great Introduction to the fundamental concepts!

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

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 Kelly K

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Jan 2, 2025

Goes into the concepts of LLM's really well.

By DAVIDE O

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Nov 5, 2024

Very good course to start working with GenAI

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!