Relational Databases vs Non Relational Databases vs Hadoop
Offered By: PASS Data Community Summit via YouTube
Course Description
Overview
Explore the differences between relational databases, non-relational databases, and Hadoop in this comprehensive 1-hour conference talk presented by James Serra and moderated by Yusuf Kothari. Delve into the origins, main characteristics, and use cases for various database technologies, including key-value stores, wide-column stores, document stores, and graph stores. Learn about ACID vs BASE principles, the CAP Theorem, and how different data models address specific needs. Gain insights into Microsoft's data platform solutions, including PolyBase for querying both relational and non-relational data with T-SQL. Compare on-premises and cloud options, examine Azure product categories, and understand hybrid approaches. Conclude with a comprehensive summary to solidify your understanding of modern database technologies and their applications.
Syllabus
Intro
Technical Assistance
Relational and non-relational defined
Origins
Main differences (Relational)
Main differences (Non-relational or NoSQL)
Main differences (Hadoop)
ACID (RDBMS) vs BASE (NOSQL)
Relational stores
Key-value stores
Wide-column stores
Document stores
Graph store
Use cases for NoSQL categories
Focus of different data models
Use case for different database technologies
CAP Theorem
Microsoft data platform solutions
PolyBase Query relational and non-relational data with T-SQL
On-prem vs Cloud
Azure Product Categories
Hybrid
Summary
Taught by
PASS Data Community Summit
Related Courses
Software as a ServiceUniversity of California, Berkeley via Coursera Software Defined Networking
Georgia Institute of Technology via Coursera Pattern-Oriented Software Architectures: Programming Mobile Services for Android Handheld Systems
Vanderbilt University via Coursera Web-Technologien
openHPI Données et services numériques, dans le nuage et ailleurs
Certificat informatique et internet via France Université Numerique