Vector Search and Embeddings

Google Cloud via Coursera

Go to Course: https://www.coursera.org/learn/vector-search-and-embeddings

Introduction

Recognize the process, applications, and key technologies of vector search.

Describe embeddings and the LLM APIs used for embeddings.

Build a search engine by using Vertex AI Vector Search.

Syllabus

Vector Search and Embeddings

This course introduces Vertex AI Vector Search and describes how it can be used to build a search application with large language model (LLM) APIs for embeddings. The course consists of conceptual lessons on vector search and text embeddings, practical demos on how to build vector search on Vertex AI, and a hands-on lab.