Apache Druid for Real-Time Data Analysis Training Course
Apache Druid is an open-source, column-oriented, distributed data store written in Java. It was designed to quickly ingest massive quantities of event data and execute low-latency OLAP queries on that data. Druid is commonly used in business intelligence applications to analyze high volumes of real-time and historical data. It is also well suited for powering fast, interactive, analytic dashboards for end-users. Druid is used by companies such as Alibaba, Airbnb, Cisco, eBay, Netflix, Paypal, and Yahoo.
In this instructor-led, live course we explore some of the limitations of data warehouse solutions and discuss how Druid can compliment those technologies to form a flexible and scalable streaming analytics stack. We walk through many examples, offering participants the chance to implement and test Druid-based solutions in a lab environment.
Format of the Course
- Part lecture, part discussion, heavy hands-on practice, occasional tests to gauge understanding
Course Outline
Introduction
Installing and Starting Apache Druid
Druid Architecture and Design
Real-Time Ingestion of Event Data
Sharding and Indexing
Loading Data
Querying Data
Visualizing Data
Running a Distributed Cluster
Druid + Apache Hive
Druid + Apache Kafka
Druid + Others
Troubleshooting
Administrative Tasks
Summary and Conclusion
Requirements
- A basic understanding of data infrastructure.
- A general knowledge of distributed systems.
- Basic Linux command line familiarity.
Audience
- Application developers
- Software engineers
- Technical consultants
- DevOps professionals
- Architecture engineers
Open Training Courses require 5+ participants.
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Testimonials (5)
how the trainor shows his knowledge in the subject he's teachign
john ernesto ii fernandez - Philippine AXA Life Insurance Corporation
Course - Data Vault: Building a Scalable Data Warehouse
Actual application of spotfire and all basic functions.
Michael Capili - STMicroelectronics, Inc.
Course - Introduction to Spotfire
The intention of the speaker to explain and ensure everything is understood.
Jorge Andres Silva Cisternas - Industria De Conjuntos Mecanicos Aconcag
Course - Advanced Analytics with TIBCO Spotfire
Machine Translated
Real world knowledge from someone in the industry
Matthew Cerbas - Shield Consulting Solutions, Inc.
Course - Grafana
I genuinely enjoyed the lots of labs and practices.
Vivian Feng - Destination Canada
Course - Data Analysis with SQL, Python and Spotfire
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