Databases Courses and Certifications

The Machine Learning Engineer

Langchain: Working with Structured Data, Databases, and CSV Files

Explore structured data manipulation using Langchain and OpenAI for data science and machine learning applications.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

MLOps.community

Solving LLM Data Problems with Vector Databases - Part 2

Explore vector databases' role in LLM apps, focusing on solving data issues and democratizing access to this technology for efficient billion-scale vector search.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

MLOps.community

Democratizing AI - Vector Databases and LLM Applications

Explore vector databases, LLM app building, and AI democratization with Yujian Tang. Learn about Milvus, production use cases, data challenges, and the future of AI technologies.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

NashKnolX

Using Vector Databases with LLMs - Part Two

Explore advanced vector database applications for LLMs, enhancing audio/visual recognition and search capabilities.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

NashKnolX

Using Vector Databases with LLMs - Part One

Explore vector databases for LLMs, enhancing audio and visual data processing, recognition, and search capabilities.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Devoxx

A Fun and Absurd Introduction to Vector Databases by Alex Chatzizacharias

Explore vector databases for AI applications, natural language interfaces, and advanced search capabilities. Learn to translate and query data for text, image, and generative search.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Roberts Geospatial Engineering

Creating and Maintaining Multispectral Satellite Scene Databases in ProRaster Scientific

Create and maintain multispectral satellite scene databases in ProRaster Scientific. Learn import techniques, database management, and best practices for efficient satellite imagery organization and analysis.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

The ASF

Thoughts and Practices of Apache HugeGraph in Open Source Graph Databases

Explore Apache HugeGraph's journey in open-source graph databases. Learn about its features, Apache Foundation integration, community operations, and strategies for efficiency and cost control in graph database systems.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Wolfram

Working with Relational Databases in the Wolfram Language

Explore relational databases using Wolfram Language's Entity framework. Learn key concepts, querying techniques, and advanced features for efficient data management.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Conf42

Vector Databases 101 - How Do They Work?

Explore vector databases' functionality, applications, and architecture. Learn about similarity search, indexing techniques, and real-world use cases in machine learning and AI.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

All Things Open

Challenges of Spark Application Coexisting with NoSQL Databases

Explore challenges and solutions for integrating Apache Spark with NoSQL databases like MongoDB and Cassandra in high-volume transaction processing systems, focusing on performance optimization and data modeling.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

All Things Open

Dungeons, Dragons, and Graph Databases

Explore graph databases through a D&D-inspired example. Learn to model complex relationships, write efficient queries, and optimize data structures for adventurous problem-solving.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Data Science Festival

Retrieval, Search and Knowledge in the Age of LLMs and Vector Databases

Explore vector embeddings' impact on information compression, search, and knowledge retrieval. Learn how enterprises can leverage this technology to enhance customer understanding and interaction.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Data Science Festival

Introduction to SQL - Basics, Schema Objects, and Querying Databases

Learn SQL basics, schema objects, tables, and key syntax for querying databases with live examples from a Mars Petcare Data Engineer.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Data Science Festival

Introduction to Graph Databases

Explore graph databases, their comparison to relational databases, and ideal use cases. Learn about property graphs and gain resources for further study in this informative introduction.

• YouTube
• 42 minutes
• Self-Paced
• Free Video