Book cover of Advanced Analytics with Spark: Patterns for Learning from Data at Scale

Book description

In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. You'll start with an introduction to Spark and…

When you buy books, we may earn a commission that helps keep our lights on (or join the rebellion as a member).

Why read it?

1 author picked Advanced Analytics with Spark as one of their favorite books. Why do they recommend it?

Apache Spark has a very high point of entry for newcomers to the Big Data ecosystem.

However, it is a key tool that almost everyone is using for running distributed processing. I recommend everyone to read this book before delving into production solutions based on Apache Spark.

This book will allow you to alleviate many spark problems, such as serialization, memory utilization, and parallelization of processing.

From Tomasz's list on big data processing ecosystem.

If you love Advanced Analytics with Spark...

Book cover of December on 5C4

December on 5C4 by Adam Strassberg,

Magical realism meets the magic of Christmas in this mix of Jewish, New Testament, and Santa stories–all reenacted in an urban psychiatric hospital!

On locked ward 5C4, Josh, a patient with many similarities to Jesus, is hospitalized concurrently with Nick, a patient with many similarities to Santa. The two argue…

Want books like Advanced Analytics with Spark?

Our community of 12,000+ authors has personally recommended 58 books like Advanced Analytics with Spark.

Browse books like Advanced Analytics with Spark

Book cover of Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Book cover of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e: Concepts, Tools, and Techniques to Build Intelligent Systems
Book cover of Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale

Share your top 3 reads of 2025!

And get a beautiful page showing off your 3 favorite reads.

1,298

readers submitted
so far, will you?

📚 If you like Advanced Analytics with Spark, you might also like...

Book cover of Karl's War

Karl's War by Neil Spark,

Karl's War is a coming-of-age-meets-thriller set in Germany on the eve of Hitler coming to power. Karl – a reluctant poster boy for the Nazis – meets Jewish Ben and his world is up-turned.

Ben and his family flee to France. Karl joins the German army but deserts and finds…

Book cover of Girl in the Ashes

Girl in the Ashes by Douglas Weissman,

Odette Lefebvre is a serial killer stalking the shadows of Nazi-occupied Paris and must confront both the evils of those she murders and the darkness of her own past.

This young woman's childhood trauma shapes her complex journey through World War II France, where she walks a razor's edge…

5 book lists we think you will like!