Description

In November 30th 2022, Chat GPT was released, changing the game of Generative AI and making it accessible to us all. This course aims at breakdowning the high level concepts of Generative AI and highlighting all the progress still to come and how it can impact the business world. The course focuses on generation of text, images, audio but also what is yet to come in different fields. Finally, we will discuss the current challenges still existing in Generative AI and the pitfalls that companies are facing when trying to implement a Generative AI strategy.

Syllabus:

● Introduction to GenerativeAI

○ What is GenerativeAI
○ Historical Review
○ Business & Applications

● Traditional Machine Learning & AI

○ Supervised & Unsupervised Learning
○ Pretrained models Paradigm

● Large Language Models

○ Market Players
○ Common usecases: RAG and beyond
○ Challenges and insights
○ How to apply them in our business?

● Case study 1

● Image Generation

○ Market Players
○ Common usecases
○ Challenges and insights
○ How to apply them in our business?

● Case study 2

● Building a Generative AI strategy for your business

○ Goals & Required Resouces
○ People
○ Hardware
○ Software