Chevron Left
Back to Generative AI with Large Language Models

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

4.8
stars
2,862 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.

Filter by:

176 - 200 of 724 Reviews for Generative AI with Large Language Models

By Evan J

•

Jul 21, 2023

A good balance of exposure to the (python) code, without needing a whole lot of prior knowledge!

The course is adaptable to learners of all experience levels.

By Ashish K S

•

Feb 18, 2024

The course was precise, informative, and hand-on from day 1 which helped a lot in learning how to implement every single topic talked about in the course.

By Terrence G

•

Aug 9, 2023

Excellent content from prompt engineering, fine-tuning with PEFT and prompt-tuning, RLHF, application integration & introduction to SageMaker JumpStart

By Nanthana T

•

Nov 7, 2023

Thank you so much for this high quality course. It gave me a solid foundation, intuition and confidence to navigate and build application(s) using LLMs.

By Arta A

•

Mar 10, 2024

This course was the right course I needed and wanted for my research and work! Everything was awesome! Lectures, labs, etc. I do recommend this course.

By Krishnan V

•

Nov 6, 2023

Fantastic course. Anyone who is looking to gain a comprehensive understanding of GenAI with LLM and its project life cycle should not miss this course.

By chandrashekar r

•

Sep 20, 2023

Very thorough and contained all the relevant modules. The topics in ReAct and PAL could have been better covered with hands on exercises/lab exercises

By Parvez P

•

Aug 25, 2023

Excellent and thorough content. Extremely engaging speakers. Labs were also very helpful in understanding what is needed to build Gen AI applications.

By MANALI C

•

Apr 12, 2024

Truly a great experience learning every lecture and building deep intuition of Generative AI with LLMs. Great instructors and well structured course.

By I R

•

Sep 11, 2023

Excellent. The class has sparked a sense of curiosity and enthusiasm for this subject within me. Thank you for sharing the knowledge and expertise.

By Mansoor R

•

Jul 26, 2023

This course is a great way to get started with LLM. It is informative and well-structured, and it provides a solid foundation in the basics of LLM.

By akshat k

•

Sep 7, 2023

Extremely useful introductory course that covers the entire lifecycle of generative AI, provides you the perfect jumpstart in this emerging space.

By Satish M

•

Mar 29, 2024

Great introduction to GenAI with LLM. The course has the right balance of theoretical explanations and technical details including lab exercises.

By Abhishek M

•

Jan 1, 2024

Detailed and granular view on generative AI. I am expecting that DeepLearning.AI will bring a Specialization certification in this area soon.

By lamoleo

•

Jul 23, 2023

Provided very intutive, detailed guidance to get hands on LLMs with some of the best practices to get hands on it. Really a very good course!

By Jerome M

•

Jul 11, 2023

A good starting point on the state of the art in LLM app development lifecycle. Goes deep enough and stays on point to cover a lot of ground.

By David K

•

Sep 9, 2024

This course gave me the right fondation to asses whether a projectis is suitable for GenAI and LLM and how and fine tune the LLMs efficently

By Harsh D

•

May 21, 2024

The course has enlightened me on so many levels! I love how I could correlate theoretical knowledge with practical exposure in lab sessions.

By Naveen T

•

May 17, 2024

Excellent course on #GenAI. You can spend few weeks to few months to deep dive! Well paced course with crisp content and great presentation!

By ajay g

•

Oct 8, 2023

Very nicely curated course. Short yet gives a birds eye view of LLMs , their current state and how to use them for real world applications.

By Jay M

•

Aug 5, 2023

Very good compiling of very tough language of AI. this course is my first step into AI, and definitely will revise the concepts many times.

By Aarthi S

•

Jan 4, 2024

Great course with detailed explanations. Having many instructors and the AWS lab was an added benefit and made the course more interesting.

By dara a

•

Aug 7, 2023

great course structure, the lab sessions also helped a lot with the learning and i'd definitely recommend this sentiment: positive(haha)

By Mohsin A

•

Jul 2, 2023

Perfect breakdown of various steps that can currently be done to train one's own LLM. I do wish there was less hand holding on the labs.

By Ankur G S

•

Sep 28, 2023

Excellent course for understanding Generative AI project lifecycle and tools and tech available to move forward with Gen AI initiatives.