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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：

451 - Generative AI with Large Language Models 的 475 个评论（共 850 个）

创建者 Atif H

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Oct 20, 2023

A great course. Very comprehensive and easy to follow.

创建者 Ganesh T

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Aug 27, 2023

great examples and easy to do practicals ... loved it.

创建者 Aravind S

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Aug 1, 2023

Good Introductory course to LLM and foundational tech.

创建者 Guy-vanie M

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Jul 20, 2023

Amazing course taught by experts. Highly recommend it!

创建者 Harpreet

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Jul 31, 2024

Great expertise of the trainers & well paced course

创建者 Nathan P

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May 9, 2024

The best of three GenAI courses I've taken... by far!

创建者 Arnab G

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Sep 11, 2023

Very good for intuition into the LLM scheme of things

创建者 Yuhao W

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Jul 31, 2023

Thanks, nice intro with well-designed practical labs!

创建者 Alphin G I

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Jul 23, 2024

Very good and easy to understand. Best for beginners

创建者 i211769 A H

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Jun 7, 2024

Gained alot of knowledge from the best instructors !

创建者 Larry L

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May 20, 2024

Excellent Introduction about LLM with hands-on colab

创建者 Irene A D

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Nov 1, 2023

Amazing course to start and dive a bit deep into LLM

创建者 K V

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Sep 26, 2023

Really Really useful, Such a wonderful experience!!!

创建者 Gordon L

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Jul 15, 2023

Very informative and helpful and immediately useful.

创建者 silky p

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Sep 18, 2024

Exceptionally good! Very interesting and engaging.

创建者 Ravi S

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May 22, 2024

Shed light on a lot of topics that felt mysterious!

创建者 Jorge I A T

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May 13, 2024

Muy bien explicado, los laboratorios son muy utiles

创建者 Shwetambari M

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Sep 17, 2024

Course is easy to understand. Labs are interactive

创建者 Ali M

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Mar 4, 2024

very nice level of details while keeping it simple

创建者 Pamudu R

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Feb 6, 2024

The content was excellent; really appreciate it!!!

创建者 Vijayaraghavan V

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Dec 16, 2023

Excellent explanations and good coverage of topics

创建者 Kamran M

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Sep 9, 2023

A great course to get started in the world of LLMs

创建者 Andy H

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Aug 21, 2023

Amazingly concise info on LLMs and related topics.

创建者 Aritra S

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Jul 4, 2023

Excellent content, short , crisp and to the point.

创建者 shashanka b

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Jul 3, 2023

one of the best comprehensive courses on the topic