Database Systems Courses and Certifications

CMU Database Group

Query Optimization - Special Topics in Database Systems

Dive into advanced database query optimization techniques, from historical System R to modern Cascades optimizers, covering join ordering, cost models, and cardinality estimation.

• YouTube
• 16 hours 53 minutes
• Self-Paced
• Free Video

UofU Data Science

Database Systems - Spring 2020

Master database fundamentals through comprehensive lectures covering SQL, transactions, indexing, security, testing, and performance optimization techniques.

• YouTube
• 1 day 5 hours 8 minutes
• Self-Paced
• Free Video

CMU Database Group

Modern OLAP Database Systems - Lecture 1

Explore modern OLAP database systems, their architectures, and optimizations for analytical workloads in this advanced lecture from Carnegie Mellon University.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

CMU Database Group

Advanced Database Systems - Course Overview and Logistics

Explore advanced database systems concepts with CMU's comprehensive overview, covering course logistics and key topics in modern database management.

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

CMU Database Group

Hash Tables in Database Systems - Lecture 7

Explore hash table implementations, collision resolution strategies, and dynamic resizing techniques for efficient data storage and retrieval in database systems.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

CMU Database Group

Relational Model and Algebra - Introduction to Database Systems - Lecture 1

Explore relational models and algebra in database systems, covering key concepts like data models, primary keys, and algebraic operations for effective database design and querying.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

CMU Database Group

DuckDB Internals - Advanced Database Systems - Lecture 22

Explore DuckDB's architecture, design principles, and internal workings with guest lecturer Mark Raasveldt. Gain insights into advanced database systems and their implementation.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

CMU Database Group

Query Execution 1 - CMU Intro to Database Systems - Lecture 12

Explore query execution in database systems, covering processing models, access methods, and expression evaluation techniques for efficient data retrieval and manipulation.

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

CMU Database Group

Introduction to Database Systems - Course Overview and Logistics

Explore CMU's Intro to Database Systems course, covering key concepts, logistics, and expectations for a comprehensive understanding of database fundamentals.

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

Relational database systems

462 ratings at Coursera

Diseño, implementación y optimización de sistemas de bases de datos relacionales para aplicaciones empresariales escalables y confiables utilizando SQL y el ecosistema Hadoop.

• Coursera
• 15 hours 5 minutes
• Self-Paced
• Paid Course

Hussein Nasser

Optimizing Communication and Networking in Database Systems - The Backend Engineering Show

Explore communication patterns in database systems, focusing on 3-tier architecture, connection pooling, and multiplexing protocols to optimize performance and handle high concurrency.

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

UofU Data Science

Database Systems - Spring 2016

Master fundamental database concepts, SQL querying, data modeling, and system design through comprehensive undergraduate-level lectures from University of Utah.

• YouTube
• 1 day 7 hours 38 minutes
• Self-Paced
• Free Video

CMU Database Group

Relational Model and Algebra - CMU Intro to Database Systems - 01

Explore the foundational concepts of relational databases and algebraic operations that form the backbone of modern database systems.

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

CMU Database Group

Hash Tables in Database Systems - Lecture 7

Explore hash table implementations in database systems and their impact on query processing efficiency. Includes a flash talk on RelationalAI's innovative approach to data management.

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

CMU Database Group

Row vs. Column Storage and Compression in Database Systems - Lecture 5

Explore row vs. column storage, compression techniques, and real-world database applications with insights from CMU's Andy Pavlo and StarTree's Xiang Fu.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video