Vector Databases Courses and Certifications

CMU Database Group

Optimistic Concurrency Control in Database Systems - Lecture 18

Delve into optimistic concurrency control mechanisms and timestamp ordering protocols in database systems, featuring a special segment on Weaviate vector database implementation.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

DevOpsDays Tel Aviv

Leveraging Vector Databases for Advanced Search

Dive into vector databases, embedding techniques, and advanced search algorithms, exploring AWS solutions for implementing efficient vector-based search systems and quantization methods.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Eclipse Foundation

Vector Databases: A New Search Paradigm - OCX 2024

Explore how vector databases revolutionize information search through multidimensional data representation, with hands-on examples using Milvus, Weaviate, and Neo4J for enhanced data analysis.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Open Compute Project

Vector Storage for Large Scale Multimodal RAG

Explore advanced vector storage techniques for implementing large-scale multimodal retrieval-augmented generation systems and their practical applications.

• YouTube
• 34 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

Milvus 2.0: A Cloud-Native Vector Database for AI Applications

Explore Milvus 2.0, a cloud-native vector database for AI applications. Learn about its architecture, features, and real-world use cases across industries for unstructured data analytics and search.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Building Generative AI Solutions with Vector Databases

This lesson covers vector databases, crucial for enhancing AI's long-term memory. Topics include core concepts, retrieval methods, and advanced indexing.

• Udacity
• 2 hours
• On-Demand
• Paid Course

Advanced Data Engineering

Master advanced data engineering techniques for handling large-scale datasets, optimizing workflows, and implementing cutting-edge tools like Celery, Apache Airflow, and specialized databases for efficient data operations.

• Coursera
• 23 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Embeddings with the OpenAI API

Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAI's embedding model!

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Applied Generative AI and Natural Language Processing

301 ratings at Udemy

Understand Generative AI, Prompt Engineering, Huggingface-Models, LLMs, Vector Databases, RAG, OpenAI, Claude, Llama2

• Udemy
• 9 hours 54 minutes
• On-Demand
• Paid Course

Retrieval Augmented Generation (RAG) with LangChain

Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Scrimba

Learn Embeddings and Vector Databases

16 ratings at Coursera

Master AI embeddings and vector databases for advanced applications, from setup to semantic searches and chatbot development. Gain practical skills in creating, managing, and querying embeddings for real-world AI solutions.

• Coursera
• 2 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Scrimba Microcredential

AI Engineering

Comprehensive training in AI engineering, covering OpenAI API, open-source models, embeddings, vector databases, AI agents, and LangChain for building next-gen AI-powered applications.

• Coursera
• On-Demand
• Paid Course
• 8 courses

Scrimba Microcredential

AI Engineering

Learn to build cutting-edge AI apps using OpenAI API, open-source models, embeddings, vector databases, and LangChain. Gain practical skills in AI safety, agents, and next-gen app development.

• Coursera
• On-Demand
• Paid Course
• 6 courses

Scrimba Microcredential

AI Engineering

Learn to build cutting-edge AI-powered applications using OpenAI API, open-source models, embeddings, vector databases, and AI agents. Gain practical skills in LangChain, Dall-E, and GPT Vision.

• Coursera
• On-Demand
• Paid Course
• 7 courses

Project: Generative AI Applications with RAG and LangChain

Develop a generative AI application using RAG and LangChain, including document loading, text splitting, embedding, retrieval, and QA bot creation with a Gradio interface.

• Coursera
• 9 hours 1 minute
• On-Demand
• Free Online Course (Audit)