Database Systems Courses and Certifications

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

Database Design

Learn to design databases in SQL to process, store, and organize data in a more efficient way.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Data Warehousing Concepts

1 rating

This introductory and conceptual course will help you understand the fundamentals of data warehousing.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

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

CMU Database Group

Course Overview and Logistics for Intro to Database Systems - Lecture 00

Explore database systems fundamentals with Carnegie Mellon's comprehensive introduction, covering key concepts and practical applications in modern data management.

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

CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 18

Explore Databricks Photon and Spark SQL architectures, optimizations, and performance improvements in modern data processing systems.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

CMU Database Group

Google BigQuery and Dremel - Advanced Database Systems - Lecture 17

Explore Google BigQuery's architecture, query processing, and optimization techniques in this advanced database systems lecture from Carnegie Mellon University.

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

CMU Database Group

Query Optimizer Implementation 3 - Advanced Database Systems

Explore advanced query optimization techniques, focusing on implementation strategies for complex database systems.

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

CMU Database Group

Query Optimizer Implementation 2 - Advanced Database Systems - Lecture 14

Explore advanced query optimizer implementation techniques, focusing on cost models, plan enumeration, and optimization algorithms for complex database systems.

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

CMU Database Group

Query Optimizer Implementation 1 - Advanced Database Systems

Explore advanced query optimizer implementation techniques, focusing on cost-based optimization and plan enumeration strategies for efficient database query processing.

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

CMU Database Group

Query Scheduling and Coordination in Advanced Database Systems - Lecture 8

Explore advanced query scheduling and coordination techniques in database systems, focusing on optimizing performance and resource utilization.

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

CMU Database Group

Data Formats and Encoding for Advanced Database Systems - Part 1

Explore advanced database concepts, focusing on data formats and encoding techniques for efficient storage and retrieval in modern systems.

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

CMU Database Group

Redis, CockroachDB, Snowflake, MangoDB, and TabDB - Potpourri of Database Systems - Lecture 25

Explore Redis, CockroachDB, Snowflake, MangoDB, and TabDB in this comprehensive overview of modern database systems, covering their architectures, features, and use cases.

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

CMU Database Group

Query Execution Part 2 - Intro to Database Systems - Lecture 13

Explore advanced query execution techniques, including sorting, aggregations, and joins, to optimize database performance and efficiency.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video