Database Systems Courses and Certifications

CMU Database Group

Sorting and Aggregation Algorithms in Database Systems - Lecture 10

Explore sorting and aggregation algorithms in database systems, covering key concepts and techniques for efficient data processing and analysis.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

CMU Database Group

Meta Velox - Advanced Database Systems - Lecture 23

Explore Meta's Velox query execution engine, its architecture, and its role in modern data processing systems. Learn about its features and performance optimizations.

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

CMU Database Group

Query Vectorization vs. Compilation in Advanced Database Systems - Lecture 10

Explore query vectorization and compilation techniques in advanced database systems, comparing their performance and implications for system design.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

CMU Database Group

Query Scheduling in Advanced Database Systems - Lecture 7

Explore query scheduling in advanced database systems, covering process models, memory access, partitioning, and execution strategies for optimal performance.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

CMU Database Group

Distributed Analytical Database Systems - Lecture 23

Explore distributed analytical database systems, focusing on OLAP architectures, query execution, and optimization techniques for large-scale data processing and analysis.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

CMU Database Group

Distributed Transactional Database Systems - Lecture 22

Explore distributed transactional database systems, covering coordination, commit protocols, fault tolerance, and replication strategies for robust and scalable data management.

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

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

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

Memory Management and Buffer Pools - CMU Intro to Database Systems #04

Explore memory management techniques and buffer pool optimization strategies for efficient database system performance and data storage.

• YouTube
• 1 hour 20 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

Database Management Systems (RDBMS) & Microsoft Fabric SQL

4652 ratings at Udemy

Learn DBMS, ER Model, Normalization, SQL, Transactions, Indexing, Views, Stored Procedures & Fabric SQL Essentials.

• Udemy
• 1 day 58 minutes
• Self-Paced
• Paid Course

Database Management Systems Part 3 : SQL Interview Course

2306 ratings at Udemy

Learn SQL from scratch as SQL is widely used in IT / Computer Science / Software Field

• Udemy
• 9 hours 46 minutes
• Self-Paced
• Paid Course

Multi-Region, Multi-Primary, and Eventually Consistent Database Systems

Explore a clever implementation of multi-region, multi-primary databases with eventual consistency using service mesh and open policy agent. Learn benefits for financial trading and auctions.

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

Paul G. Allen School

Database Management Systems - Lecture 9

Explore advanced database concepts and techniques in this comprehensive lecture, focusing on query optimization, indexing strategies, and performance tuning for efficient data management.

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

Paul G. Allen School

Database Management Systems - Lecture 8

Explore advanced database concepts, query optimization techniques, and performance tuning strategies in this comprehensive lecture on database management systems.

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