Name: Generative AI with Large Language Models
Brand: DeepLearning.AI
Availability: OnlineOnly
Rating: 4.8 (843 reviews)

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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

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3,521 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....

526 - Generative AI with Large Language Models 的 550 个评论（共 843 个）

创建者 K D

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Dec 3, 2023

Very thorough, extensive and up-to-date

创建者 Jayavibhav N

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Aug 23, 2023

Amazing course to get started with LLMs

创建者 Trisha K

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Jul 2, 2024

Amazing, quick paced, and interesting!

创建者 Vijay V

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Mar 4, 2024

Really good overview of LLM techniques

创建者 Vivek C

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Feb 4, 2024

Best course to learn the Generative AI

创建者 Subramanian R

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Dec 6, 2023

Excellent course and I really loved it

创建者 Mohammad N Q

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Nov 6, 2025

Very Good Explanation of each concept

创建者 Waqas J

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Jun 4, 2025

Very well explained and good hands on

创建者 Vignesh T

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Oct 23, 2023

Very Good Course on LLM Understanding

创建者 Min Y

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Aug 19, 2023

great LLM course, excellent materials

创建者 Garrett

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Jul 7, 2023

I learned a lot and had fun doing it.

创建者 Manideep R E

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Jul 24, 2024

A worth to learn course Gen AI peeps

创建者 Ravi M

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Oct 12, 2023

Well designed and very useful course

创建者 Sergio E P

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Jul 23, 2023

Great! So many topics well explained

创建者 Mushtaq M

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Nov 7, 2024

Deep and very elaborate coverage...

创建者 Eoin M

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May 9, 2024

Excellent - a very thorough course.

创建者 Ken Y

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Oct 23, 2023

Well structured and quite complete!

创建者 Sambhaji W

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Jul 1, 2023

Very good resource for learning LLM

创建者 Xabier L L d V

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Dec 3, 2024

Very interesting overview on LLMs.

创建者 ing L

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Aug 5, 2025

Very clear and easy to understand

创建者 Kumaresan P

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Nov 8, 2024

One the best AI course out there.

创建者 SHANKAR K

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Dec 17, 2023

Excellent Course on Generative AI

创建者 kuan c

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Nov 5, 2023

Excellent introduction LLM course

创建者 Thanh N

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Sep 17, 2023

excellent content and instruction

创建者 Xhoni S

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Jul 9, 2023

Excellent start for LLMs and AWS.

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

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526 - Generative AI with Large Language Models 的 550 个评论（共 843 个）