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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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276 - 300 of 755 Reviews for Generative AI with Large Language Models

By Dilshara H A

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Dec 27, 2023

This is one of the best courses that have given a better foundation in learning about LLMs. Thank you

By Chetana A G

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Oct 25, 2023

Enjoyed learning. Small videos with lots of practical inputs and concepts explained in simple manner.

By Jose B G

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Jul 20, 2023

Its a great course for people who are starting their journey of learning about Transformers and LLMs.

By Awad A Y M

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Jul 19, 2023

The quality of the material, discussion section, and technical support made this course so learnable.

By Christine D

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Aug 31, 2024

Great short course to give an overview of how to become a builder from a user of GenAI applications!

By Jaroslaw G

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Jan 10, 2024

Good intro into Gen AI with some deep dives. It would be helpful to provide more hands-on exercises.

By vipin b

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Jul 10, 2023

Brilliant structure and covers the complete LLM topic anchored in the project lifecycle. Thank you!

By John A G

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Jan 22, 2024

Excellent distillation of a topic that is new and fast moving. I especially loved the last touch!

By Keivalya P

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Dec 14, 2023

The course was extremely comprehensive and well-planned. This is EXACTLY what I needed to upskill!

By Jonathan B

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Jul 11, 2023

Great and accurate course to understand some key concepts. Finally i know how to implement RLHF !!

By Stephen P

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Aug 17, 2023

Great course on GenAI with practical labs demonstrating the concepts presented during the course.

By Manmeet S

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Mar 18, 2024

Well structured and inforamtive for someone looking to getting started in Gen AI app development

By Koushik G

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Jan 1, 2024

A good fundamental course on GenAI with LLM. Got to understand various nuances of GenAI with LLM

By Bhuvan G

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Jul 11, 2024

There's no better way to learn rather than learning with this course, can't say more than that.

By Ahmet A Y

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Jul 1, 2024

I gained amazing knowledge about GenAI and LLMs. Course was so informative and well structured.

By Araz S

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Feb 15, 2024

Excellent for starting your journey with Gen AI and LLMs, with in depth material and good labs!

By Rishabh G

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Aug 18, 2024

Absolutely great! The instructors are very knowledgeable and have delivered very good content.

By Michael D

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Feb 8, 2024

Absolutely incredible and 200% worth your time. Very informative and easy to absorb. LOVED IT!

By Roy

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Nov 25, 2023

Outstanding course, essential for practitioners who wish to engage with Large Language Models.

By Uday P

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Sep 12, 2023

This course provided a comprehensive view of how LLMs can be used for real world applications.

By Jens K

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Nov 23, 2023

Solid introduction to LLM architecture, fine-tuning (PEFT, LoRa), RLHF and productionization.

By Muhammad F

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Nov 12, 2023

This course is truly amazing as it provides a brief description of the latest LLM technology.

By 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.

By 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.

By 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.