Apache Spark 3 & Big Data Essentials in Scala

Learn practical Big Data with Apache Spark DataFrames, Datasets, RDDs and Spark SQL, hands-on, in Scala

What you'll learn:

• apply Spark big data principles
• practice Spark DataFrames operations with 100+ examples and exercises
• practice type-safe data processing with Spark Datasets
• work with low-level Spark APIs with RDDs
• use Spark SQL for data processing
• migrate data from various data sources, including databases

In this course, wewill learn how to write big data applications with Apache Spark 3 and Scala.You'll write 2000+lines of Spark codeyourself, with guidance,and you will become a rockstar.

This course is for Scala programmers who are getting started with Apache Spark and big data. The course is not for advanced Spark engineers.

WhySpark in Scala:

• it's blazing fast for big data

• its demand has exploded

• it's a highly marketable skill

• it's well maintained, with dozens of high-quality extensions

• it's a foundation for a data scientist

I like to get to the point and get things done.This course

1. deconstructsall conceptsinto the critical pieces you need

2. selectsthe most important ideasand separates them into what's simple butcritical and what's powerful

3. sequencesideas in a way that "clicks" and makes sense throughout the process of learning

4. applieseverythingin live code

The end benefits are still much greater:

• a completely new mental model around data processing

• significantly more marketable resume

• more enjoyable work- Spark is fun!

This course is forestablished programmerswith experience with Scalaandwith functional programming at the level of the Rock the JVM Scala beginners course. I already assume a solid understanding of general programming fundamentals.

This course is NOT for you if

• you've never written Scala code before

• you don't have some essential parallel programming background (e.g. what's a process/a thread)

The course is comprehensive, butyou'll always see me get straight to the point. So make sure you have a good level of focus and commitment to become a badass programmer.

Ibelieve both theoryandpractice are important. That's why you'll get lectures with code examples, real life code demos and assignments, plus additional resources, instructions, exercises and solutions. At the end of the course, you'll have written thousands of lines of Spark.

I've seen that my students are most successful - and my best students work at Google-class companies -when they're guided, but not being told what to do. I have exercises waiting for you, where I offer my (opinionated)guidance but otherwisefreedom to experiment and improve upon your code.

Definitely not least, my students are most successful when they have fun along the way!

So join me in this course and let's rock the JVM!