Name: Generative AI with Large Language Models
Brand: DeepLearning.AI
Availability: OnlineOnly
Rating: 4.8 (850 reviews)

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

3,588 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....

551 - Generative AI with Large Language Models 的 575 个评论（共 850 个）

创建者 SHANKAR K

•

Dec 17, 2023

Excellent Course on Generative AI

创建者 kuan c

•

Nov 5, 2023

Excellent introduction LLM course

创建者 Thanh N

•

Sep 17, 2023

excellent content and instruction

创建者 Xhoni S

•

Jul 9, 2023

Excellent start for LLMs and AWS.

创建者 Davide B

•

Oct 18, 2025

Corso completo ed approfondito !

创建者 Mario P

•

Oct 1, 2025

Comprehensive and easy to follow

创建者 Sasumana V

•

Mar 31, 2025

The best one on the GenAI topics

创建者 Akash G

•

Jan 13, 2025

Very important course for Gen AI

创建者 David E

•

Jul 9, 2024

Great content. Very well exposed

创建者 Remzi - S M

•

Dec 27, 2023

I am not able to access this lab

创建者 Giancarlo P

•

Oct 10, 2023

Amazing Course! I really enjoyed

创建者 arya a

•

Jul 23, 2023

Great course to understand LLMs!

创建者 Gaurav B

•

Feb 3, 2024

One of the best courses on LLMs

创建者 Saurabh S

•

Sep 11, 2023

Very Informative Course indeed.

创建者 Wasim A S

•

Nov 16, 2023

Excellent, most knowledgeable.

创建者 Tuhin D

•

Aug 14, 2023

Good kickstart to LLM course.

创建者 Arun B

•

Aug 8, 2023

Very informative and hands on.

创建者 Boris E

•

Aug 2, 2023

Excelent intro into LLMs world

创建者 Amir A

•

Oct 15, 2025

Amazing learning opportunity.

创建者 Abhinivesh J

•

Sep 21, 2023

Best course on GenAI with LLM

创建者 Olubunmi M

•

Aug 3, 2023

Top-notch, highly recommended

创建者 Yau G

•

Jul 31, 2023

Great course. Learned so much

创建者 Jasdeep S K

•

Jul 7, 2023

Comprehensive and well paced.

创建者 Atul B P

•

Nov 5, 2025

Very concise and informative

创建者 Oscar G G

•

Mar 10, 2024

Excellent intro to the topic

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

课程概述

热门审阅

551 - Generative AI with Large Language Models 的 575 个评论（共 850 个）