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Real-Time Spark Project for Beginners: Hadoop, Spark, Docker

Introduction
Introduction to Apache Spark
Preview
Real Time Spark Project Overview: Building End to End Streaming Data Pipeline
Environment Setup
Setting up Docker Environment
Create Single Node Kafka Cluster on Docker
Create Single Node Apache Hadoop and Spark Cluster on Docker
Setting up IntelliJ IDEA Community Edition (IDE)
Setting up PyCharm Community Edition (IDE)
Setting up Django Web Framework
Development: Project Code Walk-through
Event Simulator using Python(Server Status Detail)
Building Streaming Data Pipeline using Scala | Spark Structured Streaming
Building Streaming Data Pipeline using PySpark | Spark Structured Streaming
Setting up PostgreSQL Database(Events Database)
Building Dashboard using Django Web Framework and Flexmonster | Visualization
Complete Project Demo
Real Time Spark Project Demo
Running Real Time Streaming Data Pipeline using Spark Cluster On Docker
Bonus Tutorial: Docker Tutorial for Beginners
Introduction to Docker
Install Docker on Ubuntu 18.04
Docker Commands: Commonly Used
Create First Docker Image and Container
Create MySQL Docker Container
Cassandra on Docker Container
MongoDB on Docker Container
Setting up Docker Compose
How to Create Docker Volume

Building Streaming Data Pipeline using PySpark | Spark Structured Streaming

Real-Time Spark Project for Beginners: Hadoop, Spark, Docker Development: Project Code Walk-through
By: Pari Margu
28 minutes
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