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

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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....

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：

476 - Generative AI with Large Language Models 的 500 个评论（共 850 个）

创建者 T C

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Sep 14, 2024

A very informative and very well designed course.

创建者 Antony J

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Aug 24, 2024

The hands-on lab exercises are extremely helpful.

创建者 Maninda E

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Jan 1, 2024

This was an awesome kickstarter to the LLM world!

创建者 Alexander d C O

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Dec 11, 2023

This is a excellent course maybe beyond our time.

创建者 Grigori F

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Jul 6, 2024

Thank you very much for this very useful course!

创建者 Shruti H

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Apr 21, 2024

Very helpful course to start with Generative AI!

创建者 Muhammad N

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Mar 24, 2024

An excellent course to start your journey in LLM

创建者 Juan J A G

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Dec 28, 2023

Excelent way to know about generative AI and LLM

创建者 Jordi M N

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Aug 18, 2023

Best course by far I have done on Generative AI.

创建者 Florian C

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Jul 12, 2023

Very insightful content and great hands-on labs!

创建者 Buani D E

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Nov 5, 2024

Great Introduction to the fundamental concepts!

创建者 Sabari M S

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Oct 20, 2024

Excellent course and completely worth the time.

创建者 Balaji A

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Aug 24, 2024

Very good course covering all the needed basics

创建者 Abhishek S

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Jan 8, 2024

Awesome Learning thank you deeplearning and aws

创建者 Roderick P

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Jul 26, 2023

Enjoyed the course. Especially the Python labs.

创建者 Abhishek K R

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Oct 14, 2024

Very good course, but I think it is expensive.

创建者 Romy B

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Sep 7, 2024

Great information about LLM and Generative AI.

创建者 anindya b

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Mar 2, 2024

Well Explained. RAG topic can more in details.

创建者 Douglas L U

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Aug 1, 2023

up-to-date , relevant contents and assignments

创建者 Elbeinane A

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Jun 22, 2024

Very good overview of LLMs field ! i loved it

创建者 Emiliano S

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May 24, 2024

Got the skills to start creating Gen AI tools

创建者 Sheik J

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Oct 1, 2023

Best Course for the generative AI enthusiasts

创建者 Thomas G

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Jul 30, 2023

Thank you so much for the great explanations!

创建者 Kelly K

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Jan 2, 2025

Goes into the concepts of LLM's really well.

创建者 DAVIDE O

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Nov 5, 2024

Very good course to start working with GenAI