Name: Generative AI with Large Language Models
Brand: DeepLearning.AI
Availability: OnlineOnly
Rating: 4.8 (830 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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3,464 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....

326 - Generative AI with Large Language Models 的 350 个评论（共 830 个）

创建者 anil s

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Oct 28, 2024

The course is structured very nicely, one can get the perfect direction to start with LLM's.

创建者 Create A

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Jan 15, 2024

The Generative AI with LLM gave me a good understanding of the intricacies of LLM lifecycle.

创建者 Jairo L D A

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Oct 29, 2023

Good overview for those like me that weren't updated on LLMs, very well made course overall.

创建者 Debasish D

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Aug 31, 2023

Really good course to learn from professionals. They guided hands-on labs are the best part.

创建者 Serban G T

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Jan 28, 2024

Very clear presentation of the main concepts and godd hands-on labs on AWS Sagemaker Studio

创建者 Shivam K

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Oct 5, 2024

Great course to learn the basics to advanced of GEN AI with indepth explanations and labs.

创建者 Diego M

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Sep 14, 2024

Wonderful introductory course for Gen AI World. Great instructors and very clear explained

创建者 Ken C

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Jul 24, 2023

pretty good course for llm and looking forward to the advanced course from deeplearning.ai

创建者 Gusztav S

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Jun 12, 2024

One of the best courses available in 2024 H1 - relevant, easy to understand, just awesome

创建者 Stefan P

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Sep 26, 2023

Great introduction and high level presentation of the important concepts related to LLMs.

创建者 Coursera 1

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Dec 10, 2024

Great overview course with hands-on labs to catch up on the latest advancements in LLMs.

创建者 Gustavo E P

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Jan 2, 2024

Very well structured, real-world examples and up-to-date information, super instructors

创建者 Avinash P

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Nov 9, 2023

Excellent Course, Looking forward for more advanced course on Generative AI. Thank You!

创建者 Ankan G

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Jul 14, 2023

Very informative and precise content to learn about up to date progress on Gen AI tech.

创建者 Dan K

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Jun 19, 2024

Amazing in depth overview of the Generative AI and LLM technology. Highly recommended!

创建者 Gramos K

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Jun 8, 2025

A solid foundational course that clearly explains LLMs and their underlying concepts.

创建者 stckwok

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Dec 13, 2024

Course is well structured and based on latest researh papers from the top companies

创建者 Barsana R

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Apr 22, 2024

Great coverage of many topics that are relevant for both AI engineers and managers.

创建者 Juan B J

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Mar 25, 2024

The whole course was really very interesting and very helpful. Thank you very much.

创建者 pavan b n

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Nov 17, 2023

one of the best courses to understand the basics of LLM's and how to fine-tune them

创建者 Maunang B M

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Aug 24, 2023

Great depth, balanced with wide coverage for an avid technologist who is new to AI.

创建者 Raghava R T

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Aug 19, 2023

It really helped me understand the purpose of fine-tuning Of LLM and Its Usefulness

创建者 TANMAY M A

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Aug 6, 2023

An awesome course to learn about the basics of LLMS and start building your own....

创建者 Vaishak B M R

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Jan 15, 2024

A fantastic course with a very detailed explanation of all the required concepts.

创建者 ASHWINI K

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Sep 29, 2023

A really balanced course that gives the basics and sets foundation for the future

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

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326 - Generative AI with Large Language Models 的 350 个评论（共 830 个）