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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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451 - 475 of 848 Reviews for Generative AI with Large Language Models

By Guy-vanie M

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Jul 20, 2023

Amazing course taught by experts. Highly recommend it!

By Harpreet

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Jul 31, 2024

Great expertise of the trainers & well paced course

By Nathan P

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May 9, 2024

The best of three GenAI courses I've taken... by far!

By Arnab G

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Sep 11, 2023

Very good for intuition into the LLM scheme of things

By Yuhao W

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Jul 31, 2023

Thanks, nice intro with well-designed practical labs!

By Alphin G I

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Jul 23, 2024

Very good and easy to understand. Best for beginners

By i211769 A H

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Jun 7, 2024

Gained alot of knowledge from the best instructors !

By Larry L

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May 20, 2024

Excellent Introduction about LLM with hands-on colab

By Irene A D

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Nov 1, 2023

Amazing course to start and dive a bit deep into LLM

By K V

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Sep 26, 2023

Really Really useful, Such a wonderful experience!!!

By Gordon L

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Jul 15, 2023

Very informative and helpful and immediately useful.

By silky p

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Sep 18, 2024

Exceptionally good! Very interesting and engaging.

By Ravi S

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May 22, 2024

Shed light on a lot of topics that felt mysterious!

By Jorge I A T

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May 13, 2024

Muy bien explicado, los laboratorios son muy utiles

By Shwetambari M

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Sep 17, 2024

Course is easy to understand. Labs are interactive

By Ali M

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Mar 4, 2024

very nice level of details while keeping it simple

By Pamudu R

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Feb 6, 2024

The content was excellent; really appreciate it!!!

By Vijayaraghavan V

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Dec 16, 2023

Excellent explanations and good coverage of topics

By Kamran M

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Sep 9, 2023

A great course to get started in the world of LLMs

By Andy H

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Aug 21, 2023

Amazingly concise info on LLMs and related topics.

By Aritra S

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Jul 4, 2023

Excellent content, short , crisp and to the point.

By shashanka b

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Jul 3, 2023

one of the best comprehensive courses on the topic

By T C

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Sep 14, 2024

A very informative and very well designed course.

By Antony J

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Aug 24, 2024

The hands-on lab exercises are extremely helpful.

By Maninda E

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Jan 1, 2024

This was an awesome kickstarter to the LLM world!