PostgreSQL for Administrators - 3 Days Training Course

This course delves into the essential PostgreSQL server extensions and libraries that facilitate the integration of AI techniques within database systems. It highlights critical features such as similarity and semantic search using embedding vectors, Text-to-SQL querying, and Retrieval-Augmented Generation (RAG). Learners will master the installation of PgVector and PgAI, the generation and loading of vector embeddings, and the creation of vector indexes. The curriculum also covers the implementation of semantic search and RAG, as well as the development of Text-to-SQL applications utilizing LangChain in Python and JavaScript. Through a blend of demonstrations and hands-on practice, students will reinforce their grasp of core concepts and practical skills.

This program explores the core concepts of extending PostgreSQL server capabilities to incorporate AI methodologies into database environments, with a specific focus on similarity and semantic search driven by embedding vectors. Participants will be guided through the process of installing PgVector, generating and importing vector embeddings, constructing vector indexes, and executing semantic queries. Through a combination of live demonstrations and practical exercises, the course solidifies key theoretical principles and enhances applied technical proficiency.

This practical course centers on the real-world application of performance optimization in PostgreSQL. You will learn to interpret query execution, improve indexing, adjust memory and system parameters, and monitor workloads efficiently. By engaging with real-world scenarios and live exercises, you will discover how to identify and address bottlenecks at both the database and system levels.

This course provides the essential knowledge required to install, configure, and manage PostgreSQL databases effectively. Participants will learn how to handle user security, perform backups and restores, manage logs, and tune basic parameters. Through practical exercises, learners will perform real-world administration tasks and prepare for advanced topics such as performance and replication.

In this instructor-led live training in Thailand (onsite or remote), participants will dive into the general and advanced aspects of PostgreSQL. Key topics include administration, performance tuning, advanced development, and replication. The learning process involves a series of hands-on, live-lab exercises covering setup, configuration, testing, deployment, and troubleshooting.

By the conclusion of this training, participants will be able to:

• Utilize advanced administration techniques to configure and manage PostgreSQL servers.
• Optimize the database and queries for peak performance.
• Replicate and scale PostgreSQL servers.

This course provides a comprehensive look at replication, high availability, and cluster management in PostgreSQL. Participants will gain the skills to build and manage multi-node environments, automate failover configurations, and explore strategies for load balancing and connection pooling. The program includes practical replication labs and recovery simulations.