Introduction to AI and Vector Search

Description

In this course, you will learn:

• About the fundamentals of AI. You'll be able to define crucial topics like machine learning, deep learning, and NLP.
• Following that, you will study the fundamentals of the transformer model, which serves as the basis for big language models and modern generative AI applications.
• Delve deeper into the transformer model, learning about the various components that provide the embeddings utilized in Atlas Vector Search.

Syllabus:

• Introduction to AI
• A Brief History of Models
• Sequence to Sequence Models, Encoders, and Decoders