Gen AI learning Path (AWS)

Gen AI has taken the world by storm and due to market potential, each and every needs to embrace this. Now the question is what to learn, how much to learn and from where to learn.

In this article, I am covering the "Where to learn part" from AWS perspective.

1.?????? AI For Everyone | Coursera (Instructor:?Andrew Ng)

This is the best beginner level course in AI world. if you already know AI concepts then it is not needed.

2.?????? Introduction to Generative AI | Coursera

This course connects the dot between AI and GenAI.

?3.??????AWS Partner: Generative AI on AWS Essentials (Business) on Skillbuilder

This short course will give you very high level view of GenAI offerings on AWS.

?4.??????Generative AI with Large Language Models | Coursera

This is in-depth course and you might not to able to grasp everything but overall it will give you just enough breath and depth of Gen AI. I would highly recommend this course. This course also comes with Labs but it is available only in paid version of course. Labs are essential to understand the concept and must for getting course certificate so go for it.

?5.??????ML Fridays on-demand sessions

You can watch the session based on your need and interest. for example if you are in business role then you might want to watch use cases related session. If you are a developer, then Amazon CodeWhisperer session will be good starting point.

Amazon Code Whisperer - AI Coding Companion

Watch on-demand

Generative AI applications using Hugging Face Models on Amazon SageMaker Jumpstart (Watch on-demand)

Architecture patterns for building Generative AI applications (Watch on-demand)

Image generation using Stable Diffusion (Watch on-demand)

Enabling GenAI use cases across industry domains (Watch on-demand)

Deployment of Large Language Models using Amazon SageMaker (Watch on-demand)

Fine tuning Large Language Models (Watch on-demand)

?6.????? Generative AI on Amazon SageMaker - Workshop

This workshop covers very important aspects like- Prompt engineering, using Models and Gen Usecase Implementation.

Above 6 will be good enough for you to start your Gen AI careery Journey. Besides these, AWS is conducting Gen AI specific workshops and sessions on regular basis so keep looking for any new session and attend it. e.g.

Discover AWS: Demystify Generative AI - Getting Started with Generative AI

event happened on 9th Oct 2023. This was excellent event with hands-on access to AWS JAM on ML and Gen AI, so watch out for this happening again.

Hope this was useful information, Please share your feedback and comments.