Databases Courses and Certifications

Canonical Ubuntu

Vector Databases for Generative AI Applications

Explore vector databases' role in generative AI, covering concepts like RAG and efficient open-source tools for building AI applications.

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

HashiCorp

Accessing Databases with HashiCorp Boundary

Learn to securely access remote databases using HashiCorp Boundary, simplifying network requirements for cloud and on-premises environments. Enhance your database management skills with this practical demonstration.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Neural Graph Databases: Combining GNNs with Labeled Property Graphs

Explore neural graph databases, combining graph databases with graph neural networks using LPG2vec encoder for improved prediction accuracy in complex graph datasets.

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

LLMOps Space

Building Multi-Modal Search and RAG with Vector Databases

Explore open-source multimodal embeddings for cross-modal search and MM-RAG. Learn techniques for integrating diverse data types, enhancing decision-making with real-time processing and LLMs.

• YouTube
• 52 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

CMU Database Group

Distributed Transactional Databases - Lecture 23

Dive into distributed database systems, exploring transaction management, concurrency control, and data consistency across multiple nodes in a comprehensive examination of distributed OLTP architectures.

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

DevOpsDays Tel Aviv

DevOps Monitoring Databases in On-Premise and Cloud Environments

Master essential strategies for monitoring databases across on-premise and cloud environments, focusing on performance optimization, data integrity, security, and infrastructure management techniques.

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

Devoxx

A Fun and Absurd Introduction to Vector Databases

Explore vector databases for AI applications, natural language interfaces, and advanced search capabilities. Learn to translate data into vectors and master querying techniques.

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

Open Data Science

Getting in the Weeds with Time-Series Databases for AI

Explore integrating time-series databases and tools like InfluxDB 3.0 and Bytewax to develop AI-driven applications for effective real-time data capture and management.

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

Conf42

Just Don't Do It - Databases in Kubernetes

Explore challenges and best practices for running databases in Kubernetes, focusing on PostgreSQL's transformative potential and the shift from availability to reliability in cloud-native environments.

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

Conf42

Effective Observability in PostgreSQL, MySQL, and Other SQL Databases

Explore effective observability techniques for SQL databases, focusing on proactive monitoring, performance optimization, and addressing common challenges in database management and DevOps practices.

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

Conf42

Database Guardrails - New Age for Developers and Databases

Explore database guardrails for developers, covering challenges, solutions, and best practices in modern database management and ORM usage.

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

Conf42

A Gentle Introduction to Vector Databases

Explore vector databases, semantic search, and machine learning models for unstructured data processing. Learn about Weaviate and see a practical demo of vector search in action.

• 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

Graphs Are Everywhere - Understanding Graph Databases and Social Graphs

Explore graph databases and their applications in social networks, analytics, and decision-making. Learn about their scalability, performance, and advantages over traditional databases for interconnected data.

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