Spark Scala Real-World Coding Frameworks and Testing

Spark Scala Framework, Hive, IntelliJ, Maven, Logging, Exception Handling, log4j, ScalaTest, JUnit
4.16 (264 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Spark Scala Real-World Coding Frameworks and Testing
3 902
students
4 hours
content
Feb 2025
last update
$19.99
regular price

Why take this course?

🚀 Master the Spark Scala Framework with Hive, IntelliJ, Maven & More! 🎓

Course Title: Spark Scala Coding Framework, Testing, Structured Streaming

Headline: Dive into the World of Big Data with Spark Scala – From Coding to Structured Streaming!


Unlock Your Potential as a Big Data Spark Scala Developer! 🌟

Are you ready to leap from the realm of theory into the world of practical, real-world Big Data solutions? Our comprehensive course is designed to equip you with the hands-on skills necessary to excel as an entry-level Big Data Spark Scala developer. This isn't just another theoretical overview; it's a deep dive into the tools and techniques that professionals use every day.

Key Learning Areas:

  • Spark Scala Coding Best Practices: Learn efficient and effective coding techniques in Scala for the Spark environment.

  • Logging Mastery with log4j & slf4j: Understand how to implement robust logging practices to monitor your applications effectively.

  • Exception Handling: Gain expertise in handling exceptions gracefully, ensuring your applications can deal with errors without crashing.

  • Advanced Configuration with Typesafe Config: Learn to manage and deploy application configurations easily and securely.

  • Development Environment Setup: Master the use of IntelliJ IDEA and Maven for streamlined development workflows.

  • Hadoop Hive Integration: Utilize your local environment as if it were a Hadoop Hive setup, and understand how to interact with Hive.

  • Database Interaction with Spark & Postgres: Discover how to read from and write to a Postgres database using Spark, enabling you to handle complex data operations.

  • Unit Testing with JUnit, ScalaTest, FlatSpec & Assertion: Acquire the skills to thoroughly test your Spark Scala applications using powerful testing frameworks.

  • Building Data Pipelines: Learn end-to-end how to create robust data pipelines involving Hadoop, Spark, and Postgres.

  • Bonus: Setting Up Cloudera QuickStart VM on GCP 💻: Get hands-on experience by setting up a Cloudera QuickStart VM on Google Cloud Platform to enhance your learning environment.

  • Structured Streaming: Dive deep into real-time data processing with Structured Streaming, making your applications responsive and scalable.


Prerequisites: 🔍

  • Basic Programming Skills: Familiarity with programming concepts is essential to get the most out of this course.

  • Basic Database Knowledge: Understanding databases will help you grasp the data manipulation and interaction aspects covered in the course.

  • Big Data and Spark Entry Level Knowledge: An introductory understanding of Big Data and Spark will provide a solid foundation for advanced topics discussed.


Embark on Your Journey to Become a Big Data Expert Today! 🌟

By enrolling in this course, you're taking a significant step towards a rewarding career in Big Data. With hands-on training and real-world applications, you'll be equipped with the knowledge and skills demanded by industry leaders. Don't let this opportunity pass you by – become the Spark Scala developer you were meant to be! 🚀

Enroll now and start your transformation from a learner to a leader in the world of Big Data! 📈✨

Course Gallery

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Related Topics

2927256
udemy ID
29/03/2020
course created date
28/04/2020
course indexed date
Angelcrc Seven
course submited by