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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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3,588 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：

501 - Generative AI with Large Language Models 的 525 个评论（共 850 个）

创建者 Robin H

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Oct 9, 2024

Very useful course to have a overview of LLM

创建者 Agustin B

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Aug 28, 2024

Incredibly thorough for such a short course.

创建者 David A D

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Nov 20, 2023

Really good and conscise with hands on labs!

创建者 Subramonia P

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Sep 3, 2023

Excellent, motivated to do many such courses

创建者 Thomas E

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Jan 21, 2024

Course offers great overview, just perfect!

创建者 Pierre R

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Sep 21, 2023

Very complete course. Definitely recommend.

创建者 Anand S

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Aug 31, 2023

Awesome course to get deep dive into GenAI.

创建者 Ragavendran S

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May 2, 2024

Really nice course to get started with LLM

创建者 Shivam T

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Apr 24, 2024

its very impactful way of learning😍😍😍😍

创建者 Iura C

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Apr 14, 2024

A good Deep dive overview of Generative AI

创建者 HAMZA L

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Apr 1, 2024

excellent introduction to genai with llms!

创建者 Hossein K

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Jul 27, 2023

Excellent course! definitely recommend it.

创建者 mir

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Jul 16, 2023

Great course! A lot of useful information!

创建者 Fatih A M

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May 25, 2025

Very Good, still need hands on coding T_T

创建者 Ahmed A

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Jul 2, 2024

Really good, it help me in my current job

创建者 Rhéa H

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Jan 23, 2024

Excellent course with clear explanations.

创建者 Subramanian “ A

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Oct 15, 2023

Fantastic introduction to GenAI with LLMs

创建者 Rajasekar C

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Jul 9, 2023

Excellent course, need continuous update.

创建者 ashritha m

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Aug 9, 2024

The whole course was really interesting!

创建者 Sana S

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Aug 2, 2024

Wonderful and insightful course on GenAI

创建者 Anand K

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Mar 23, 2024

A very informative and enjoyable course.

创建者 chakka k

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Jan 31, 2024

Truely Course structure is user friendly

创建者 Burak A

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Jan 20, 2024

This course offers all about LLMs. 10/10

创建者 aymen m

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Sep 2, 2023

Good course ! good labs ! really awesome

创建者 Pandu G

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Jul 20, 2023

Lot of information on LLMs. Nice course.