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Learner Reviews & Feedback for Generative AI with Large Language Models by DeepLearning.AI

4.8
stars
3,061 ratings

About the Course

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....

Top reviews

OK

Jan 28, 2024

Easily a five star course. You will get a combination of overview of advanced topics and in depth explanation of all necessary concepts. One of the best in this domain. Good work. Thank you teachers!

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.

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301 - 325 of 755 Reviews for Generative AI with Large Language Models

By 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.

By 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

By 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.

By Diego M

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Sep 14, 2024

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

By Ken C

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Jul 24, 2023

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

By Gusztav S

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Jun 12, 2024

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

By Stefan P

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Sep 26, 2023

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

By 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.

By Gustavo E P

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Jan 2, 2024

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

By Avinash P

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Nov 9, 2023

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

By Ankan G

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Jul 15, 2023

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

By Dan K

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Jun 19, 2024

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

By stckwok

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Dec 13, 2024

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

By Barsana R

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Apr 22, 2024

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

By Juan B J

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Mar 25, 2024

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

By 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

By 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.

By 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

By 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....

By Vaishak B M R

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Jan 16, 2024

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

By ASHWINI K

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Sep 29, 2023

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

By Abhishek D

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Jul 17, 2023

An Amazing course that covers the essentials to get started with Gen AI projects.

By Satish N

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Jun 29, 2024

It is very nice course, verymuch informative and teaches exactly what is needed

By Alok S

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Oct 1, 2023

A great foundational course on LLM. Thank you for putting this course together!

By Colin N

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Apr 28, 2024

great introduction to the architecture and approaches to training LLM's on AWS