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

4.8
stars
2,213 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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101 - 125 of 601 Reviews for Generative AI with Large Language Models

By Gerald B

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Sep 10, 2023

Excellent course! Exceeded my expectations. Well conceived, well presented. I learnt a lot and got hungry to learn more.

My suggestion is to offer a second course to train the practical implementation of the models (coding, deployment, Lab)!

By Andrew M

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Jul 13, 2023

An excellent survey of the process and decision-making involved in building and deploying LLMs for GenAI. I recommend this course for data scientists who want to get up to speed quickly, then branch off into creating their own applications.

By Praveen K

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Feb 28, 2024

Content was on point and helped me uderstand LLM architectures . Hands on labs gave me the skills and knowledge to apply different models in a real time environment as well as have well informed conversations with various stakeholders

By Ashwini B

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Jul 19, 2023

An Amazing course and a most comprehensive one with simple and profound explanation. Loved the way the course is planned, really helpful to even a beginner. Thank you so much. Looking forward to more courses from DeepLearning AI.

By Ravi b

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Sep 7, 2023

Wonderful Introduction to the GenAI landscape. This course helped me gain the fundamentals and provided me with resources to explore this field , build expertise with the eventual goal of help Customers leverage the technology.

By Shadi Q

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Aug 17, 2023

Generative AI with Large Language Models is perfect to start a journey in the world LLMs, providing insights on which are the right questions to ask and where to look for the appropriate answers. This course... is all you need!

By Văn C N

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May 19, 2024

This course provides everything you need to start with LLMs and generative AI as well. Strongly recommend for practitioners who move from other fields of machine learning (Computer Vision, Speech...) to NLP and generative AI.

By Sandeep S

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Nov 26, 2023

Have taken courses that cover from a theoretical standpoint. This course in addition to theory covers a complete project life cycle of LLM models with Application development that is invaluable and a great learning experience.

By Hasanul K

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Aug 21, 2023

Great course, learned a lot. Only feedback would be if there were a couple of coding exercises after the lab work or included in the lab work, that would force the students to apply what they have learnt, that would be great.

By Venkata S N

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Oct 2, 2023

I highly recommend this course to anyone interested in learning about Generative AI and LLMs. It is a well-structured and informative course that covers all the essential topics, from the fundamentals to the latest advances.

By Larren C

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Oct 29, 2023

Excellent course. It helped me encapsulate all the new terminology and technology that i was learning about from fragmented sources. Thanks to all the instructors for their clear and comprehensive teaching of the concepts

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 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 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!