Chevron Left
返回到 Generative AI with Large Language Models

学生对 DeepLearning.AI 提供的 Generative AI with Large Language Models 的评价和反馈

4.8
星
3,589 个评分

课程概述

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....

热门审阅

AI

Jul 22, 2023

This is an amazing course for anyone wanting to start with LLMs. Surprisingly it does not require any previous knowledge of NLP and anyone can get along with the course quite easily.

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.

筛选依据：

626 - Generative AI with Large Language Models 的 650 个评论（共 850 个）

创建者 Akram K

•

Jul 31, 2024

greate course

创建者 Nithin k G

•

Apr 28, 2024

Great course!

创建者 GUILLERMO R

•

Mar 15, 2024

Great Course!

创建者 Emiliano V

•

Aug 23, 2023

Great Course!

创建者 Roberto L M

•

Aug 5, 2023

Great course!

创建者 Alexander

•

Jul 22, 2023

Great course!

创建者 maheshchowdary k

•

Feb 12, 2026

great course

创建者 Aishwary S

•

Aug 5, 2024

Great Course

创建者 Prakash

•

Jan 28, 2024

Super useful

创建者 Roghayeh M

•

Nov 20, 2023

Great course

创建者 André A

•

Oct 6, 2023

Muito bom...

创建者 Mostafa G

•

Sep 24, 2023

Great course

创建者 Paul Z

•

Jul 22, 2023

Excellent --

创建者 sachin s

•

Oct 20, 2024

Good course

创建者 Brian S

•

Jan 18, 2024

Enjoyed it!

创建者 Sabeur M

•

Jan 15, 2024

Great cours

创建者 junjie l

•

Dec 27, 2023

very good!!

创建者 ABelOr

•

Oct 22, 2023

it is great

创建者 Ram R

•

Aug 14, 2023

Good course

创建者 Tsai H H

•

Jan 22, 2024

AWS usage!

创建者 Rajaram R

•

Dec 30, 2023

Very crisp

创建者 Ani P

•

Nov 16, 2023

Very good.

创建者 Ravindra P S

•

Oct 4, 2023

Good one !

创建者 ELTON S

•

Apr 7, 2025

very good

创建者 Bayan A

•

Sep 2, 2024

thank you