15 Best Embeddings Courses on Coursera
We compared 15 Embeddings courses currently listed on Coursera, priced from $9.99 to $49.00. 3 come from a named university or institution, including IBM, Alberta Machine Intelligence Institute and Duke University. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 15
- Price range
- $9.99 – $49.00
- Providers
- Coursera
- Last updated
- 30 Aug 2026
How these 15 courses were chosen
Every course below is a real, currently listed course from Coursera, matched to "embeddings" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $9.99 to $49.00, as listed by the provider when we last updated the page.
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1
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...
$49.00listed price -
2
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...
$49.00listed price -
3
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...
$9.99listed price -
4
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.
$9.99listed price -
5
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...
$49.00listed price -
6
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...
$49.00listed price -
7
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...
$9.99listed price -
8
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...
$49.00listed price -
9
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...
$49.00listed price -
10
Vector Databases for RAG: An Introduction
Offered by IBM
Gain expertise in using vector databases and improve your data retrieval skills in this hands-on course! During the course, you’ll explore the fundamental principles of similarity search and vector databases, learn how t...
$49.00listed price -
11
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...
$9.99listed price -
12
Mastering DeepSeek.ai: From Fundamentals to Advanced Skills
Offered by Board Infinity
This Specialization equips learners with the skills to build, integrate, and deploy AI-powered applications and intelligent agents using DeepSeek. Through hands-on projects, learners will explore real-world use cases, au...
$49.00listed price -
13
Vector Databases and Retrieval Data Engineering
Offered by IBM
This course teaches learners to design, operate, secure, and evaluate vector-based retrieval systems used in semantic search and RAG applications. Learners work with embeddings, vector schemas, index design, refresh stra...
$49.00listed price -
14
Enable Vectorization in Weaviate
Offered by Coursera
Enable Vectorization in Weaviate is a focused, intermediate course for developers and ML engineers ready to automate a critical part of the AI workflow. If you're tired of manually generating embeddings, this one-hour, h...
$49.00listed price -
15
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...
$49.00listed price
Best Embeddings Courses on Coursera compared
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.
What the prices here tell you
The 15 priced courses on this page run from $9.99 to $49.00, with the middle of the range around $49.00 — a spread of $39.01. The options are closely priced, so cost is unlikely to be your deciding factor. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.
Who is behind these courses
These courses come from Coursera. Everything on this page is sold on the one platform, so the buying experience is the same whichever you pick. 3 of these are produced by a named university or institution, including IBM, Alberta Machine Intelligence Institute and Duke University — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.
Before you enrol
Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 30 August 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.