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

Learn how to build a real-time data pipeline using Apache Kafka, Apache Spark, Hadoop, PostgreSQL, Django, and Flexmonster on Docker.

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

Learn how to build a real-time data pipeline using Apache Kafka, Apache Spark, Hadoop, PostgreSQL, Django, and Flexmonster on Docker.
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About the Class

In many data centers, a different type of server generates a large amount of data (events, in this case, is the status of the server in the data center) in real-time. There is always a need to process these data in real-time and generate insights that will be used by the server/data center monitoring people and they have to track these server's status regularly and find the resolution in case of issues occurring, for better server stability. Since the data is huge and coming in real-time, we need to choose the right architecture with scalable storage and computation frameworks/technologies.

Hence we want to build the real-time data pipeline using Apache Kafka, Apache Spark, Hadoop, PostgreSQL, Django, and Flexmonster on Docker to generate insights out of this data. The Spark Project/Data Pipeline is built using Apache Spark with Scala and PySpark on Apache Hadoop Cluster which is on top of Docker. Data visualization is built using the Django web framework and Flexmonster.

Author

Pari Margu

Data Engineer(Big Data/Hadoop, Apache Spark, Python) cum Freelance Consultant, YouTube Creator. Having 12+ years of experience in implementing solutions to the enterprise clients and having strong Framework skills to implement complex business solutions. Worked on, Web, Windows, Mobile and Hadoop/Big Data, Apache Spark applications. Having 6+...

School

Pari Margu's School

Requirements

You should have a basic understanding of programming language and Apache Hadoop and Apache Spark.

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What's Included

Language: English
Level: All levels
Skills: Apache Kafka, PostgreSQL, Flexmonster, Apache Hadoop, Apache Spark, Django, Docker
Age groups: 18+ years
Duration: 6 hours 34 minutes
24 Videos
13 Documents
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