Apache Druid for Data Engineers (Hands-On) | Udemy


Apache Druid for Data Engineers (Hands-On) | Udemy
English | Size: 909.67 MB
Genre: eLearning

Learn everything about Apache Druid a modern real-time analytics database.

What you’ll learn
Understanding of basic architecture of Apache Druid
Installing and Configuring Apache Druid
Apache Druid Design, Ingestion, Data management, Querying
Frequently asked Questions

Druid is a high-performance, real-time analytics database that delivers sub-second queries on streaming and batch data at scale and under load.

Apache Druid is a real-time analytics database designed for fast slice-and-dice analytics (“OLAP” queries) on large data sets. Most often, Druid powers use cases where real-time ingestion, fast query performance, and high uptime are important.

Druid is commonly used as the database backend for GUIs of analytical applications, or for highly-concurrent APIs that need fast aggregations. Druid works best with event-oriented data.

One of the most valuable technology skills is the ability to Real-time analytics databases handle analytics on large amounts of data by optimizing resources to enable compute-heavy workloads, and this course is specifically designed to bring you up to speed on one of the best technologies for this task, Apache Duid! The top technology companies like Google, Facebook, Netflix, Airbnb, Amazon, NASA, and more are all using Apache Druid!

Apache Druid Essentials: Unleashing Real-time Analytics and Scalable Data Exploration

Unlock the potential of real-time analytics and scalable data exploration with our comprehensive Apache Druid Essentials course. In this dynamic program, participants will delve into the world of Apache Druid, an open-source, high-performance analytics database designed for fast query response and seamless scalability.

Key Learning Objectives:

Introduction to Course

Real-time Analytics Databases

What is Apache Druid?

Key Features of Druid

Technology

Use cases

When to use Druid

When not to use Druid

List of Company using Apache Druid

Installation of Apache Druid

Start up Druid services

Open the web console

Load data

Query data

Overview of the Druid Web Console

Architecture of Druid

Druid Servers

External Dependencies

Storage Design

Datasources and Segments

Segment Identifiers

Segments

Introduction to Segments

Segment File Structure

Data Loading in Druid

Load Data from Local Files

Load Data from URI

Load Data from Kafka (Prerequisite Introduction to Kafka)

Installing Single Node Kafka Cluster

Change the following to avoid Zookeeper Issue conflict

Load Data from Kafka

Query Data Explain Plan

Aggregate data with rollup

Frequently Asked Questions

Who this course is for:
Database Engineer, Big Data Engineer, Data Engineer, Data Analyst, Data Scientist, Machine Learning Engineer

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