Apache Spark Essentials with Scala

Apache Spark Essentials with Scala

Become an Apache Spark developer with our essentials course. Master the fundamentals of Apache Spark with Scala and big data through clear lessons, practical exercises, and a smooth learning curve. Ideal for those with some programming experience, this course will quickly equip you with essential skills to effectively tackle real-world big data challenges.

Goal

Become a professional.

You probably know by now: Spark is the most popular computing engine for big data, the most maintained, and with a proven track record of performance. It’s 100 times faster than the old MapReduce paradigm, and can easily be extended with machine learning and streaming capabilities, and much more.

If you’re dealing with large amounts of data, learning Spark is a must.

The demand for Spark has skyrocketed, and companies are struggling to fill their Data Scientist positions. Scala and Spark are two of the best paying technologies in the field. Forget the reported 120k salaries on PayScale and StackOverflow. I regularly see engineers and data scientists working for 150k+ per year, or charging thousands a day for consulting.

However you take it, learning Spark will be a game changer for your career, if you choose. And this course will help you get those skills. Join this Spark Big Data online course and learn by writing code.

Work with real big data.

At the end of the course, we will dive into one of the biggest datasets publicly available and we’ll put everything that we’ve learned to the test. Unlike every other material on the web (free or paid), this Spark course is the only place where you can really practice big data.

Everyone else runs a Spark job on one million records in a 20MB dataset. Why would you need Spark for that?

We do 1.4 BILLION car trips in a 400GB dataset. You don’t fit that into most computers. That’s the definition of big data.

This will be your true exercise to practice Spark with Scala. At the end of the project, we gather data insights worth millions of dollars for the company you’re looking to help, and tens of thousands for you as a consultant and data scientist.

Take the proven path

As with the other Rock the JVM courses, this Spark and Big Data Essentials course will take you through a battle-tested path to Spark proficiency as a data scientist and engineer.

As always, I’ve:

  • Deconstructed the complexity of Spark in bite-sized chunks that you can practice in isolation
  • Selected the essential concepts and exercises with the appropriate complexity
  • Sequenced the topics in increasing order of difficulty so that they “click” along the way
  • Applied everything in live code

Skills You'll Learn

Skills you’ll get

In short, you’ll be a productive Spark developer and you can become a data engineer.

  • You’ll know how to work with DataFrames for Spark jobs of any complexity
  • You’ll be able to integrate any data source with Spark, and you’ll know how to configure them
  • You’ll be able to perform
    • DataFrame transformations
    • Aggregations and data statistics
    • Joins
    • Unions
    • Arbitrary transformations with Datasets
  • You’ll know how to process absent values
  • You’ll understand what data cleanup means and how to do it
  • You’ll be able to deconstruct complex types like structures and arrays
  • You’ll be able to manage type safety with DataFrames and Datasets
  • You’ll understand Spark internals and run arbitrary Scala code wit hRDDs
  • You’ll know how Spark works in a cluster
  • You’ll deploy your own Spark apps on Amazon
  • You’ll run your own data engineering projects

After this course, you’ll be able to process data in any way you need using Spark.

But most importantly, you’ll develop timeless skills that you’ll carry with you for your entire career, regardless of which data streaming tool you’ll end up using:

  • You’ll deeply understand the practical benefits of big data in general
  • You’ll be able to work with Spark for any job
  • You’ll know how to pick the right tool or the right API levels

Meet Rock the JVM

Daniel Ciocîrlan

I'm a software engineer and the founder of Rock the JVM.

I'm a software engineer and the founder of Rock the JVM. I started the Rock the JVM project out of love for Scala and the technologies it powers - they are all amazing tools and I want to share as much of my experience with them as I can.

As of February 2024, I've taught Java, Scala, Kotlin and related tech (e.g. Cats, ZIO, Spark) to 100000+ students at various levels and I've held live training sessions for some of the best companies in the industry, including Adobe and Apple. I've also taught university students who now work at Google and Facebook (among others), I've held Hour of Code for 7-year-olds and I've taught more than 35000 kids to code.

I have a Master's Degree in Computer Science and I wrote my Bachelor and Master theses on Quantum Computation. Before starting to learn programming, I won medals at international Physics competitions.

What's Included

Loading...

Take this course now!

Apache Spark Essentials with Scala - Lifetime License

Loading...

Just the course with a one-time payment

  • 10 hours of 4K content
  • 1000 lines of code written
  • All PDF slides
  • Access to the private Rock the JVM community
  • Free updates
  • Lifetime access
Get Now

All-Access Membership

Loading...
/monthly

All of the Rock the JVM courses

  • 320 hours of 4K content
  • 60660 lines of code written
  • All Scala courses
  • All Kotlin courses
  • All ZIO courses
  • All Typelevel courses
  • All Apache Flink courses
  • All Apache Spark courses
  • All Akka/Pekko courses
Join Now
The Apache Spark Bundle with Scala

The Apache Spark Bundle with Scala

Become a Apache Spark and big data expert from scratch with our all-inclusive course bundle: master everything you need using Scala in one complete package, at a discount

100% Money Back Guarantee

If you're not happy with this course, I want you to have your money back. If that happens, contact me with a copy of your welcome email and I will refund you the course.

Less than 0.05% of students refunded a course on the entire site, and every payment was returned in less than 72 hours.

money back guarantee

FAQ