Data Science Follow 587 Followers

Big Data Processing with Apache Spark

by Srini Penchikala Follow 29 Followers on Feb 23, 2018

In this mini-book, the reader will learn about the Apache Spark framework and will develop Spark programs for use cases in big-data analysis. The book covers all the libraries that are part of Spark ecosystem, which includes Spark Core, Spark SQL, Spark Streaming, Spark MLlib, and Spark GraphX.

Data Science Follow 587 Followers

The InfoQ eMag: Getting a Handle on Data Science

by InfoQ Follow 8 Followers on Feb 27, 2017

This eMag looks at data science from the ground up, across technology selection, assembling raw and unstructured data, statistical thinking, machine learning basics, and the ethics of applying these new weapons.

Data Science Follow 587 Followers

The InfoQ eMag: The Current State of NoSQL Databases

by InfoQ Follow 8 Followers on Nov 21, 2016

This eMag focuses on the current state of NoSQL databases. It includes articles, a presentation and a virtual panel discussion covering a variety of topics ranging from highly distributed computations, time series databases to what it takes to transition to a NoSQL database solution.


InfoQ eMag: Hadoop

by InfoQ Follow 8 Followers on May 19, 2014

Apache Hadoop is proving useful in deriving insights out of large amounts of data, and is seeing rapid improvements. Hadoop 2 now goes beyond Map-Reduce; it is more modular, pluggable and flexible and it fits a variety of use cases better. We explore this as well as some tools that can help utilize Hadoop better.


InfoQ eMag: Scalability

by InfoQ Follow 8 Followers on Apr 17, 2014

This eMag examines topics such as how Twitter re-architected its code-base to improve stability and performance, the approaches Netflix uses to be hyper-resilient, and how Java is replacing C++ for low latency coding. We also look at some lower level tricks such as feedback controls for auto-scaling, and using memory and execution profiling to identify performance bottlenecks in Java.


InfoQ eMag: The Best of NoSQL

by Follow 0 Followers on Jun 03, 2013

The InfoQ NoSQL eMag brings together a selection of popular NoSQL articles recently published on Get a complete overview of the current NoSQL movement, learn how NoSQL relates to the CAP Theorem, and get practical guidance on setting up and using a popular NoSQL database.

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