What You Need to Know Before
You Start

Starts 6 June 2025 17:46

Ends 6 June 2025

00 days
00 hours
00 minutes
00 seconds
course image

Learn Embeddings and Vector Databases

Title: Learn Embeddings and Vector Databases Description: This course offers an advanced journey into the realm of AI engineering, focusing on the creation, utilization, and management of embeddings in vector databases. Learners will begin by grasping the concept of embeddings and their pivotal role in AI's interpretative processes. The course.
via Coursera

2019 Courses


Not Specified

Optional upgrade avallable

All Levels

Progress at your own speed

Free

Optional upgrade avallable

Overview

Title:

Learn Embeddings and Vector Databases

Description:

This course offers an advanced journey into the realm of AI engineering, focusing on the creation, utilization, and management of embeddings in vector databases. Learners will begin by grasping the concept of embeddings and their pivotal role in AI's interpretative processes.

The course progresses through practical exercises on setting up environment variables, creating embeddings, and integrating these into vector databases with tools like Supabase.

Participants will engage in challenges that test their ability to pair text with corresponding embeddings, manage semantic searches, and use similarity searches to query embeddings. They will also learn to create conversational responses with OpenAI and handle complex tasks like chunking text from documents.

What makes this course unique is its comprehensive coverage of both the theoretical aspects of AI embeddings and the practical skills needed to implement these concepts in real-world applications.

By the end of the course, learners will not only have mastered the technical knowledge but will also have developed a proof of concept for an AI chatbot, ready to tackle advanced AI engineering challenges.

University:

Provider:

Coursera

Categories:

LLM (Large Language Model) Courses, Vector Databases Courses, Supabase Courses


Taught by

Guil Hernandez


Subjects