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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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601 - 625 of 848 Reviews for Generative AI with Large Language Models

By Yogesh K

•

Oct 24, 2023

Highly recommend !

By charan D

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Jul 11, 2023

Exceptional course

By Zain A

•

Feb 19, 2025

Best instructors.

By srijena

•

Feb 25, 2024

Very informative!

By Andreas P

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Jan 2, 2024

Great experience!

By Pavel B

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Oct 10, 2023

Excellent course!

By Brandon P

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Aug 6, 2023

Great contents!!!

By manny v

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Jul 7, 2023

Excellent course!

By RAHUL V

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Mar 11, 2024

very informative

By Roberto A

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Jan 26, 2024

Very good Course

By Narasimha C

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Jan 15, 2024

Great Content!!!

By tarun b

•

Nov 25, 2023

Very Good Course

By Dattatray K

•

Oct 8, 2023

Excellent course

By Shivakumar K

•

Feb 4, 2025

Great learining

By Ashraf A S M

•

Oct 24, 2023

it is fantastic

By Amey A G

•

Sep 15, 2023

Awesome course.

By Alessandro M

•

Oct 4, 2024

Great course!!

By Luis E S A

•

Jul 26, 2024

AWSOME course!

By ERAN

•

Nov 5, 2023

amazing course

By Ajeet O

•

Jul 1, 2023

Great Course !

By Kirill V

•

Oct 27, 2024

great course!

By Yedukondalu V

•

Aug 19, 2024

Very detailed

By Akram K

•

Jul 31, 2024

greate course

By Nithin k G

•

Apr 28, 2024

Great course!

By GUILLERMO R

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Mar 15, 2024

Great Course!