What you'll learn:
Real-time Stream Processing Concepts
Spark Structured Streaming APIs and Architecture
Working with File Streams
Working With Kafka Source and Integrating Spark with Kafka
State-less and State-full Streaming Transformations
Windowing Aggregates using Spark Stream
Watermarking and State Cleanup
Streaming Joins and Aggregation
Handling Memory Problems with Streaming Joins
Creating Arbitrary Streaming Sinks
Requirements
Spark Fundamentals and exposure to Spark Dataframe APIs
Kafka Fundamentals and working knowledge of Apache Kafka
Programming Knowledge Using Python Programming Language
A Recent 64-bit Windows/Mac/Linux Machine with 8 GB RAM
Description
About the Course
I am creating Apache Spark 3 - Real-time Stream Processing using the Python course to help you understand the Real-time Stream processing using Apache Spark and apply that knowledge to build real-time stream processing solutions. This course is example-driven and follows a working session like approach. We will be taking a live coding approach and explain all the needed concepts along the way.
Who should take this Course?
I designed this course for software engineers willing to develop a Real-time Stream Processing Pipeline and application using the Apache Spark. I am also creating this course for data architects and data engineers who are responsible for designing and building the organization's data-centric infrastructure. Another group of people is the managers and architects who do not directly work with Spark implementation. Still, they work with the people who implement Apache Spark at the ground level.
Spark Version used in the Course
This Course is using the Apache Spark 3.x. I have tested all the source code and examples used in this Course on Apache Spark 3.0.0 open-source distribution.
Who this course is for
Software Engineers and Architects who are willing to design and develop a Bigdata Engineering Projects using Apache Spark
Programmers and developers who are aspiring to grow and learn Data Engineering using Apache Spark
Homepage
https://www.udemy.com/course/spark-streaming-using-python/

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