Relational Databases Courses and Certifications

Management of Relational and Non-relational Databases

Master relational and non-relational database management, from data modeling and SQL to MongoDB and Redis. Optimize performance, ensure consistency, and choose the right database for various scenarios.

• Udacity
• 23 hours
• Self-Paced
• Paid Course

Querying Relational Databases Course (How To)

145-minute Databases course: Building off of previous SQL courses, this course will begin to introduce the student to more complex database concept...

• Treehouse
• 2 hours 25 minutes
• Self-Paced
• Free Trial Available

Career Certificate

Introduction to Data Science

102104 ratings at Coursera

Comprehensive introduction to data science fundamentals, covering key concepts, tools, and methodologies. Develop essential skills for data analysis, decision-making, and career advancement in this rapidly growing field.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Bryan Cafferky

Data Lakehouse - An Introduction

Explore the Data Lakehouse concept, its comparison to traditional SQL warehouses, and its significance in modern data architecture.

• YouTube
• 25 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

Paul G. Allen School

Introduction to Database Systems - Lecture 1

Introduction to database systems, covering fundamental concepts, relational models, and SQL querying for efficient data management and analysis.

• YouTube
• 3 hours 32 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

Simons Institute

Sampling in Query Evaluation - Part 2

Explore advanced techniques for efficient query evaluation using sampling methods, focusing on probabilistic approaches and their applications in database theory and AI.

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

Simons Institute

Sampling in Query Evaluation - Lecture 1

Explore efficient query evaluation techniques using sampling methods to handle large datasets and complex queries in database systems and AI applications.

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

SQLBits

Hidden Gems in SQL Server 2022 Database Engine

Discover lesser-known enhancements in SQL Server 2022's database engine that solve real-world problems through hands-on demonstrations and expert insights.

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

CMU Database Group

Gel: Replacing SQL and Improving on the Relational Database Model

Discover how Gel aims to replace SQL and enhance the relational database model in this insightful talk by Michael Sullivan from the CMU Database Group.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

CMU Database Group

Query Cost Models and Statistics in Database Optimization - Lecture 12

Dive into advanced database query optimization techniques, focusing on cost models and statistical approaches for efficient query processing and performance tuning.

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

CMU Database Group

Advanced Databases Speed-Run - RelationalAI Database Talk - 25

Explore advanced database concepts in this comprehensive speed-run covering cutting-edge systems and RelationalAI technology from CMU's database experts.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

DSDSD - Dutch Seminar on Data Systems Design

Database Schemas in the Wild - Learning from a Large Corpus of Relational Database Schemas

Explore the insights from GitSchemas, a vast collection of 150k+ database schemas extracted from SQL scripts, revealing patterns in real-world database design and constraints across 1M+ tables.

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

ACM SIGPLAN

Verifying Equivalence of Database-Driven Applications

Discover a methodology for verifying equivalence between database-driven applications with different schemas, focusing on bisimulation invariants and practical implementation in web application development.

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