Apache Spark and Data Stream Processing: A Crash Course

Build your first stream processing application using Spark and Structured Streaming.

Apache Spark and Data Stream Processing: A Crash Course

What will I learn?

  • Learn to pinpoint when to use or not to use Spark.
  • Gain an in-depth understanding of basic distributed data processing concepts.
  • Learn to leverage Spark’s core capabilities for your data projects.
  • Learn how to launch Spark clusters on AWS.
  • Learn how to think about and solve data-intensive problems.
  • Build an original solution for a real-world, practical stream processing problem.
  • Walk away with working code that you can use in your own projects.

Curriculum

Spark: Suitability, Concepts, and Capabilities

Gain an understanding of what Spark can and cannot do, and what use cases it is best suited for.

Setting up a Spark Environment

Learn how to work with Spark locally and on AWS.

Breaking in Your New Spark Environment

Learn the difference between transformations, actions, batch operations and stream processing.

Capstone Project

With your instructor's guidance, use what you've learned in this class to build a custom project.

Why Edlitera?

Build the coding, data and AI skills you need, online, on your own schedule. From learning to code as a beginner to mastering cutting-edge data science, machine learning and AI techniques.

Learning for the real world

Our courses are made with the input and feedback of top teams at Fortune 500 companies in Silicon Valley and on Wall Street.

No-fluff learning

Each minute of each course is packed full of insight, best practices and real-world experience from our expert instructors.

Learn by doing

Start writing code on your computer from Day One. Practice on hundreds of exercises. Apply your skills in mini-projects. Get instant feedback from video solutions.

Complete learning tracks

With over 150 hours of video lectures and hundreds of practice exercises and projects, our learning tracks will help you level up your skills whether you are a novice or an advanced learner.

What people are saying

"I walked into the bootcamp with some basic Python syntax and walked out with a much stronger, contextualized grasp of Python, an understanding of common mistakes, the ability to solve basic coding problems, and confidence in my ability to learn more."

Randi S., Edlitera Student
Randi S., a graduate of Edlitera's Python training bootcamp

"I wanted to learn Python and be able to process data without being tied and limited by Excel and macros. These classes gave me all the tools to do so and beyond. The materials provided, the engagement of the class by the tutors and their availability to help us were excellent."

Gaston G., Edlitera Student
Gaston G., a graduate of Edlitera's Python training bootcamp

Frequently Asked Questions

1. Who is this course for?
2. Is this a MOOC (Massive Open Online Course)?
3. What is the format of this course?
4. Can you tweak the content of the course for my team?
5. What if I have other questions?

Have a question?

Contact us any time, we’d love to hear from you!