Best embeddings Courses Online

Vector Databases: from Embeddings to Applications

Offered by DeepLearning.AI

Vector databases play a pivotal role across various fields, such as natural language processing, image recognition, recommender systems and semantic search, and have gained more importance with the growing adoption of LL...

Validate LLM Embeddings for Production Use

Offered by Coursera

Master the critical skills needed to validate and deploy embedding models in production environments. This hands-on course teaches you to systematically evaluate semantic search systems using industry-standard tools incl...

Create Embeddings, Vector Search, and RAG with BigQuery

Offered by Google Cloud

This course explores a Retrieval Augmented Generation (RAG) solution in BigQuery to mitigate AI hallucinations. It introduces a RAG workflow that encompasses creating embeddings, searching a vector space, and generating...

Create Embeddings, Vector Search, and RAG with BigQuery

Offered by Google Cloud

Learn how to build Retrieval Augmented Generation (RAG) pipelines in BigQuery to reduce AI hallucinations. Create embeddings, search vector spaces, and generate more accurate answers using Gemini and embedding models.

Introduction to Vertex AI Embeddings: Text and Multimodal

Offered by Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will explore the Vertex AI Embeddings API for both Text and Multimodal (Images and Video) use cases.

RAG and Agentic AI Capstone Project

Offered by IBM

Demonstrate you have the job-ready skills to design and implement a complete AI system from data to deployment, with this portfolio-worthy RAG and Agentic AI Capstone Project from IBM. You’ll design and build a productio...

Generative AI Fundamentals

Offered by Alberta Machine Intelligence Institute

This specialization is intended for learners with foundational knowledge in Python and Machine Learning who seek to develop a deep, hands-on understanding of Generative AI and its real-world applications. Across three co...

AI App Development: Streamlit, OpenAI API & RAG Projects

Offered by Board Infinity

This fully hands-on course teaches learners to build production-quality AI-powered web applications by combining Streamlit's rapid UI framework with the full power of the OpenAI API. Using a single progressively built pr...

Multimodal RAG with GPT – Build Smarter Search & AI Systems

Offered by Packt

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as yo...

Introduction to Retrieval Augmented Generation (RAG)

Offered by Duke University

In this 2-hour project-based course, you will learn how to import data into Pandas, create embeddings with SentenceTransformers, and build a retrieval augmented generation (RAG) system with your data, Qdrant, and an LLM...

Build a Local AI Assistant with LLMs

Offered by JetBrains

Build your own AI assistant that answers questions from your documents – entirely on your local machine. Assuming a basic acquaintance with Python, this course will teach you how to run a local LLM, turn PDFs into search...

LLM Application Engineering and Development Certification

Offered by Simplilearn

This specialization offers a hands-on journey into building and deploying applications powered by Large Language Models (LLMs) and LangChain. Learn to design GenAI workflows using LangChain’s architecture—including chain...

Vector Database Fundamentals

Offered by IBM & SkillUp

Vector databases are the engines behind AI applications. Companies investing heavily in AI need expertise to build AI-powered technologies such as recommendation engines, search engine information retrieval, machine lear...

Agentic AI Foundations: Build RAG & MCP Chatbots

Offered by LearnKartS

The next wave of AI isn’t about better prompts—it’s about building systems that think, retrieve, and act on their own. Most AI applications today stop at generating responses. But real-world systems need more they must a...

Building Applications with Vector Databases

Offered by DeepLearning.AI

Vector databases use embeddings to capture the meaning of data, gauge the similarity between different pairs of vectors, and navigate large datasets to identify the most similar vectors. In the context of large language...

The Complete LangChain & LLMs Guide

Offered by Packt

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...

RAG Systems in Practice

Offered by Edureka

This course introduces the core concepts and techniques behind Retrieval-Augmented Generation (RAG) systems, guiding you through building, optimizing, and deploying powerful AI systems that combine language models with e...

1Z0-184-25: Oracle AI Vector Search 2025 Certified Pro

The Oracle AI Vector Search Professional Certification (1Z0-184-25) is designed for Oracle DBAs, AI engineers, and cloud developers seeking to harness the power of Oracle AI Database to build AI-driven applications. This...

1Z0-184-25 AI Vector Search & 1Z0-771-25 APEX Developer 2025

The Oracle AI Vector Search Professional Certification - 1Z0-184-25 is designed for Oracle DBAs, AI engineers, and cloud developers. It validates expertise in leveraging Oracle Database 23ai for AI-driven applications, f...

Agentic AI in Practice: From LangGraph to OpenClaw

“This course contains the use of artificial intelligence”Artificial intelligence is rapidly evolving beyond simple chatbots and single prompt systems into autonomous AI agents capable of reasoning, planning, using tools,...