YoVDO

What is a Headless Data Architecture? - Understanding the Modular Approach to Data Management

Offered By: Confluent via YouTube

Tags

Apache Kafka Courses Data Lakes Courses Stream Processing Courses Apache Iceberg Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the concept of headless data architecture in this 11-minute video presented by Adam Bellemare. Discover the basics of this emerging pattern, driven by the decoupling of data computation from storage. Learn how it provides a modular data ecosystem, allowing for near real-time low latency use cases through data streaming and analytical use cases using Iceberg tables. Understand the flexibility of plugging in various processors into the stream/table data layer and the benefits of composing applications, services, and data warehouses/lakes using this modular approach. Compare headless data architecture with traditional data lakes, and explore Tableflow for streams-to-tables conversion. Gain insights into the potential of this architecture to eliminate data copying, pipeline building, and chronic break-fix work in data management.

Syllabus

- Intro
- Kafka for Streams
- Iceberg for Tables
- Plugging in Heads
- Benefits of HDA
- Difference between HDA and Data Lake
- Tableflow for Streams-to-Tables
- Summary


Taught by

Confluent

Related Courses

Cloud Computing Concepts: Part 2
University of Illinois at Urbana-Champaign via Coursera
Programming Reactive Systems
École Polytechnique Fédérale de Lausanne via edX
Data Engineering on Google Cloud Platform en Français
Google Cloud via Coursera
Architecting Stream Processing Solutions Using Google Cloud Pub/Sub
Pluralsight
Developing Stream Processing Applications with AWS Kinesis
Pluralsight