Database Systems Courses and Certifications

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

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 2

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

• YouTube
• 1 hour 22 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

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

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

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