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

4.8
3,464 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

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!

KH

Aug 23, 2025

Great introduction to Generative AI with Large Language Models. The lessons are clear, practical, and easy to follow. Highly recommended for anyone interested in learning AI basics and applications.

筛选依据:

351 - Generative AI with Large Language Models 的 375 个评论(共 830 个)

创建者 Abhishek D

Jul 17, 2023

An Amazing course that covers the essentials to get started with Gen AI projects.

创建者 Satish N

Jun 29, 2024

It is very nice course, verymuch informative and teaches exactly what is needed

创建者 Alok S

Oct 1, 2023

A great foundational course on LLM. Thank you for putting this course together!

创建者 Colin N

Apr 28, 2024

great introduction to the architecture and approaches to training LLM's on AWS

创建者 Gauri M

Sep 30, 2023

It was great to know the background work of LLM's ,exposure to flan T5 is good

创建者 Roeland H

Jul 17, 2023

Excellent course that shows you how to tune LLMs and use them in applications!

创建者 satish b

Jul 17, 2023

Fantastic course. Looking forward for next version of it on advanced concepts.

创建者 Sabarimanoj.D

Sep 20, 2024

The llm model and related to llm model topic covered and explained very well.

创建者 Eric D

Sep 29, 2023

gives a good understanding for beginners on how LLM's and training a LLM work

创建者 Vishal P

Oct 29, 2024

Good Overview, RL part can be explained further. But fine for initial phase

创建者 Alexander A

Apr 20, 2024

Excellent Design of the COurse!!! Nice Explanation by all the instructors!!!

创建者 Graeme G

Dec 29, 2023

Very good at teaching you the structure and theory underlying generative AI.

创建者 Antonio J C

Aug 19, 2023

A great introduction to Large Language Models and their use in applications.

创建者 k201739 A S

Aug 11, 2023

A very comprehensive course to understand the emerging role of transformers.

创建者 Elise W

Aug 11, 2024

absolutely amazing, the whole content is such helpful and well planned-out.

创建者 Jason M

Apr 29, 2024

Great labs! The code really helped me absorb the "mechanics" of the process

创建者 Joe K

Oct 6, 2023

Amazing course. Learned a ton about GenAI and LLMs from all my instructors.

创建者 Olatayo J

Sep 26, 2023

10/10 would recommend to anyone wanting to know more about GenAI and LLMs.

创建者 Andrea L

Jul 31, 2023

Intensive, interesting, exciting and very very useful! thank you very much!

创建者 Ali N

Jul 18, 2023

Super useful and instructive! Papers of state-of-art! Outstanding, Overall!

创建者 Alessandro A

Jul 12, 2023

A great course to pick on the state of the art of LLMs. Highly recommended.

创建者 Lantian Z

Jul 2, 2023

Amazing course! very systematic introduction of the techs related with LLMs

创建者 Joseph T F

Nov 14, 2024

great detail knowledge. The Gen AI life cycle answered a lot of questions!

创建者 Anuj T

Apr 17, 2024

Great course with right balance of theoretical concepts and hands on labs.

创建者 簡紹翔

Dec 17, 2023

great content, excellent lab, useful and applicable in real-world scenario