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Generative AI with Large Language Models
Unlock the potential of Generative AI with Large Language Models through this comprehensive course, gaining foundational knowledge, practical skills, and insights from expert AWS AI practitioners.
Why should I take this course?
Unlock the potential of Generative AI with Large Language Models through this comprehensive course, gaining foundational knowledge, practical skills, and insights from expert AWS AI practitioners.
Welcome to this exciting course on Generative AI with Large Language Models (LLMs). In this comprehensive program, we'll explore the immense power and potential of LLMs as a developer's tool, capable of rapidly building complex AI applications that used to take months in just days or weeks. We'll take a deep dive into the technical details, covering model training, instruction tuning, fine-tuning, and the generative AI project life cycle framework. Generative AI and LLMs are versatile technologies applicable across various industries, similar to deep learning and electricity. As few people know how to use this cutting-edge technology, companies are actively seeking skilled individuals to build applications with LLMs. This course, led by expert AWS instructors and developed with inputs from industry experts and scientists, caters to AI enthusiasts, engineers, and data scientists familiar with Python and basic ML concepts.
What you will learn
Foundational
Gain foundational knowledge, practical skills, and a functional understanding of how generative AI works
Deep Dive
Dive into the latest research on Gen AI to understand how companies are creating value with cutting-edge technology
Use Cases
Instruction from expert AWS AI practitioners who actively build and deploy AI in business use-cases today
Our students love us
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.
NF
A very good course covering many different areas, from use cases, to the mathematical underpinnings and the societal impacts.
Candy
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.
ALI
This course is a deep dive into the nitty-gritty of how large language models work. I've taken a few other courses on generative AI, and this one is by far the most comprehensive. It covers everything from the basics of LLMs to how to fine-tune them for specific tasks.
shafi
I highly recommend this (Intermediate level) course to start with LLMs. Having a bit of knowledge in RL (Reinforcement Learning) will help you grasp some concepts covered in the course quickly (and correctly).
Arun
A great foundational course.
This course teaches about things like: Instruction fine-tuning, FLAN, PEFT, LoRA, RLHF/RLAIF, PPO, PAL, RAG, ReAct, optimization and lifecycle of LLMs.
marat
Meet the instructor
DeepLearning.AI
DeepLearning.AI is an education technology company that is empowering the global workforce to build an AI-powered future through world-class education, hands-on training, and a collaborative community.
Get in touch now and start improving your skills to achieve high performance.
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