Databases Courses and Certifications

How to Migrate Databases into Kubernetes

Learn to deploy and migrate databases to Kubernetes, implement automatic failover, and build database-as-a-service. Gain insights on production-ready setups and self-service storage provisioning for stateful workloads.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Devoxx

How SQL Databases Come up with Algorithms that You Would Have Never Dreamed Of

Discover how SQL databases outperform hand-written algorithms, leveraging cost-based optimization to execute complex queries in milliseconds against billion-row tables. Learn the power of declarative programming in SQL.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

Devoxx

Connect and Give Sense to Your Big Data with Apache TinkerPop and Graph Databases

Explore property graphs, Apache TinkerPop, and Gremlin query language to extract and discover relationships in connected data. Compare Gremlin queries with SQL and functional code equivalents.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

Devoxx

ElasticSearch, MongoDB and Neo4j Walk Into a Bar - A Tale of Different Databases

Explore using multiple databases in an event-driven microservice architecture, leveraging Kafka and Debezium to replicate data across ElasticSearch, MongoDB, and Neo4j for optimal performance.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

NDC Conferences

The Developer's Guide to Data Modelling with Document Databases

Learn best practices for developing flexible and efficient data models with document databases, including methodology, practical examples, and trade-offs to optimize application performance.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

NDC Conferences

DevOps for Databases

Explore database schema deployment strategies, comparing migration vs. model-based approaches, and learn to implement efficient build and deploy pipelines for various database scenarios.

• YouTube
• 58 minutes
• Self-Paced
• Conference Talk

WeAreDevelopers

Machine Learning Day: From Generative AI to Vector Databases

Explore cutting-edge Machine Learning topics with expert talks on multimodal generative AI, OpenAI embeddings, vector databases, and building products in the GenAI era.

• YouTube
• 4 hours 7 minutes
• Self-Paced
• Free Video

MLOps.community

Vector Databases and Large Language Models for Context Retrieval - LLMs in Production

Explore vector databases and LLMs for real-time context retrieval in AI applications. Learn to enhance generative models with up-to-date external knowledge, preventing hallucinations and improving accuracy.

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

MLOps.community

Using Vector Databases: Practical Advice for Production - LLMs in Prod Conference

Explore vector databases for LLMs in production. Learn design patterns, context retrieval, feature injection, and common pitfalls. Gain practical insights for efficient deployment and management.

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

NashKnolX

Spring Data JPA: Persisting and Managing Java Objects in Relational Databases

Master Spring Data JPA to efficiently persist, read, and manage data between Java objects and relational databases. Learn standardized interfaces for seamless data operations.

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

Data Council

Processing Trillions of Records with Mini Serverless Databases at Okta

Explore serverless DuckDBs for efficient data processing, optimizing batch ETL, streaming, and SQL flexibility while addressing Kafka, latency, and ELT complexities in large-scale environments.

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

CMU Database Group

Distributed Data Warehouse OLAP Databases - Lecture 23

Explore distributed data warehouse OLAP databases, covering architecture, query processing, and optimization techniques for large-scale analytical systems.

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

CMU Database Group

Distributed Transaction Processing Databases - Lecture 22

Explore distributed transaction processing in databases, covering key concepts, challenges, and solutions for maintaining consistency across multiple nodes.

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

CMU Database Group

Two-Phase Locking in Databases - Lecture 16

Explore two-phase locking in databases, covering concepts, implementation, and optimization techniques for concurrent transaction management in database systems.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Data on Kubernetes: Deploying and Running PostgreSQL - Patterns for Databases in Kubernetes Clusters

Explore deploying PostgreSQL on Kubernetes using Cloud Native PostgreSQL operator and CSI-plugin. Learn about zero/low RTO, replication effects, and object store backups for robust database management.

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