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

4.8
stars
2,684 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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126 - 150 of 713 Reviews for Generative AI with Large Language Models

By YU H C

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Aug 30, 2023

Surprisingly, it touched the most important concepts which released recently. Definitely a great starting point for to follow up recent research direction (Detailed content is always better to learnt from paper or book).

By Sandra G

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Sep 24, 2024

This course contains very interesting and up-to-date content and it's explained in an easy to understand way. The labs are also very well thought and a great way to put in practice the knowledge acquired in the videos.

By Begoña

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Jan 10, 2024

One of the most complete, well-taught and complete course on LLMs I have ever gone through. Congratulations to make this kind of valuable material available to the community. I'm looking forward to learn more and more.

By Maitreya

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Aug 20, 2023

Excellent course that stayed at the correct level for a complete newbie. The Labs were excellent and gave me a great starting point for further exploration. I loved the references and invited speakers for more depth.

By Tim D

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Jul 23, 2023

I thought this was a really well done course. The labs were very good - hats off to the individuals/team that put that together. The course hosts and lecturers were very thorough. I wish there was a longer course.

By Alvaro A

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Jun 5, 2024

Is a MUST!!! from leaders to developers this course is essential to get a strong grip on this technology and the main concepts and skills needed to start your new IA powered APP. Don't think twice, just go for it.

By cristiano

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Aug 24, 2023

Curso com conteúdo muito relevante e atualizado, indicando os artigos de referência. A didática é muito boa e os laboratórios ajudam a materializar todos os conceitos ensinados. Senti falta de provas práticas.

By Steve A

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Sep 8, 2023

This is one of the best courses I have taken in a long time, well structured and balanced. The instructors are experts and the knowledge I have gained is invaluable in this cutting edge area of Generative AI.

By Guangyao L

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Mar 31, 2024

Excellent course. This course explains the complicated concepts of LLMs simply and concisely. The slides are smoothly designed and easy to follow, containing excellent diagrams that simplify complex topics.

By Manuel A

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Aug 1, 2023

Materials al concise but they give a holistcic (and in some terms very detailed) view of LLMs landscape. Main papers are summarized and key insights are presented in a structured way, which is hard to do.

By Mehar R M

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Sep 6, 2023

This is a great course to start learning about Generative AI. This course gives a great introduction to Generative AI and Large Language Models in particular, and builds solid foundations of this domain.

By Owais K

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Jan 29, 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!

By ARKA B

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Mar 18, 2024

Excellent, A lot of things covered. No words to describe how the complex topics explained in such a simple manner. One suggestion is to include more hands-on labs with different kind of tasks.

By Tea R

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Dec 1, 2023

Great course that helps you understand the basics of LLMs. It also presents different methods to fine-tune models and adapt them to your specific use cases, while being aligned with human values

By Juergen H

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Oct 15, 2023

I found this an excellent overview about Large Language Models, how they work, the different approaches for improving their performance and understanding the tradeoffs between these approaches.

By Ilona B

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Aug 18, 2023

A lot of information and topics to think of, getting a good overview about this domain including the creation of an AI LLM application. Kudos to all who have created this course. Thanks a lot!

By Keshav V P L

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Aug 9, 2024

The course covers all the basics of building applications using LLMs. It gives a good starting point of all the stages involved in building a good LLM and integrating it with applications.

By Sachin M

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Oct 12, 2024

Pretty good overview for Product Managers and leaders who are interested in learning about Generative AI with hands-on labs that are not too detailed, yet help you develop the intuition.

By Kainian C

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Nov 29, 2023

I really like the lab walk through here. It helps me so much on understand the code, especially good for someone new like me that doesn't have intro knowledge of all those LLM libraries.

By Chakib

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Jul 11, 2023

For ML engineers or data scientists, I highly recommend this course if you're looking for an excellent program that gets straight to the point. It will get you up to date very quickly.

By Achara O V

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Feb 28, 2024

This course is so insightful and remains one of the best courses that I have taken. I enjoyed it so much. Big thanks to all the people that organized to put this great course together.

By Anil G

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May 5, 2024

I am new to this field and found this course extremely informative. The course is very well structured and clearly teaches the foundation concepts required for exploring LLM in detail.

By Ashok M

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Oct 8, 2023

This is a good course for some one who wants to know about the Generative AI. The concepts are explained well and the whole cycle of Generative AI is spread across the 3 weeks period.

By ATHARVA I

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Jul 23, 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.

By Nick F

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Jul 21, 2023

Excellent course with engaging content and instructors. I have a much better understanding of how and what is going on under the hood of transformers and generative AI as a field.