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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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101 - 125 of 713 Reviews for Generative AI with Large Language Models

By Antony A

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Oct 12, 2023

Please add more content on below items . Instruct tuning or RLHF using content from PDF file / website . RAG approach will not work in many cases due to chunking , false positive in similarity search ,token limit . Add more lab for different other use cases .

By Tania S

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Aug 2, 2023

I've been dying to know what the code looks like behind the LLMs, and this course goes into just enough detail to give me an understanding of the parts that I know about and the parts that I don't know about. There's way more to LLMs than what just the LLM!

By Jakub Z

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Nov 3, 2023

Great course, wide range of topics, each of which may require a separate course. As much as this area is actively in Research, a deeper dive into those techniques may be of much interest - maybe as a speciallization as seen in other DeepLearning.AI courses

By Raj V

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Jul 26, 2023

Excellent course. I will recommend it to my colleagues, friends and anyone interested to get a jumpstart on Generative AI. The course is very dense, but on completion you will gain enough knowledge to take of on your own journey to pursue further learning.

By Paul P

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Sep 28, 2023

I thought this was a very thorough and up-to-date overview of LLM research and development. I took away a lot of insights from this. I do wish there had been a project at the end, so I could apply what I learned, but I will be doing this on my own anyway.

By Rishi B

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Feb 17, 2024

Very good foundational course. I will be referring to the material frequently. I didn't find the labs as useful as I expected though - I had limited ability to play around with the various parameters, but they did give me a fair view of what to expect.

By Aureliano P

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Jun 22, 2024

Amazing Course for beginners in IA and as well as people who already work with it, giving a full perception of the challenges and current approaches being applied. Highly recommend it if you want to take part of this present and future technology.

By Gurjinder S R

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Aug 13, 2023

Learned about various LLMs, their shortcomings, techniques to enhance and augment the LLMs, prompt engineering, and LLM based SDLC. Overall, a great course! I can't believe I paid such a low price for this knowledge. Well worth the time and money!

By Kshitij D

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Jul 4, 2024

This is an excellent course for learning Generative AI and Large Language Models (LLMs). It covers how to fine-tune LLMs for specific tasks and optimize them for deployment in applications. The instructors are knowledgeable and skilled educators.

By Kevin T

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Aug 16, 2023

Great course to start delving into the LLM world! It provides precisely the essential insights needed to grasp the fundamentals of this field and seems pretty up to date (at least for a beginner) considering the rapidly evolving nature of LLM.

By Qi B K

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Jul 11, 2023

Very practical course. Doesn't touch a lot on basic subjects like attention models, LLM architectures, but in the real world we would just download a pretrained model and finetune it using the methods mentioned in this course. Really practical.

By mrigank s c

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Jul 30, 2023

I have parallely completed same course by Google, but found this course designed by DeeplearningAI & AWS more in-depth, interactive and insightful (exhaustive as well). I enjoyed the Lab and tutorials. Thanks entire team for the great effort.

By Erwin P

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Jul 18, 2023

Done on a more technical deep-dive perspective, coupled with actual labs! Greatly appreciated the phenomenal efforts made by the Instructors and the rest of the learning team to come-up with such an awesome course on Generative AI with LLMs .

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 MUJEEB-UR-REHMAN

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Jun 8, 2024

This course has deepened my understanding of generative AI and quipped me with the knowledge of deploy LLMs in real-world applications with solid foundation in how LLMs work and best practices for training and deploying them.

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