by Hien Luu
Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction to Apache Spark and shows you how to work with it.Along the way, you'll discover resilient distributed datasets (RDDs); use Spark SQL for structured ...
Price: $25.33 | Publisher: Apress | Release: 2018
Defending IoT Infrastructures with the Raspberry Pi
by Chet Hosmer
Apply a methodology and practical solutions for monitoring the behavior of the Internet of Things (IoT), industrial control systems (ICS), and other critical network devices with the inexpensive Raspberry Pi. With this book, you will master passive monitoring and detection of aberrant behavior, and learn how to generate early indications and warning of attacks targeting IoT, ICS, and other critical network ...
Price: $27.99 | Publisher: Apress | Release: 2018
by William Tomlin
Combine two typically separate sources of data - behavioral quantitative data and usability testing qualitative data - into a powerful single tool that helps improve your organization's website by increasing conversion and ROI. The combination of the what is happening data of website activity, coupled with the why it's happening data of usability testing, provides a complete 360-degree view into w...
Price: $26.80 | Publisher: Apress | Release: 2018
by Manuel Amunategui, Mehdi Roopaei
Take your Python machine learning ideas and create serverless web applications accessible by anyone with an Internet connection. Some of the most popular serverless cloud providers are covered in this book - Amazon, Microsoft, Google, and PythonAnywhere.You will work through a series of common Python data science problems in an increasing order of complexity. The practical projects presented in this book ar...
Price: $31.75 | Publisher: Apress | Release: 2018
by Mala Mahadevan
Enjoy reading interviews with more than two dozen data professionals to see a picture of what it's like to work in the industry managing and analyzing data, helping you to know what it takes to move from your current expertise into one of the fastest growing areas of technology today. Data is the hottest word of the century, and data professionals are in high demand. You may already be a data professio...
Price: $27.05 | Publisher: Apress | Release: 2018
Dynamic Oracle Performance Analytics
by Roger Cornejo
Use an innovative approach that relies on big data and advanced analytical techniques to analyze and improve Oracle Database performance. The approach used in this book represents a step-change paradigm shift away from traditional methods. Instead of relying on a few hand-picked, favorite metrics, or wading through multiple specialized tables of information such as those found in an automatic workload repos...
Price: $25.85 | Publisher: Apress | Release: 2018
Applied Text Analysis with Python 
by Benjamin Bengfort, Tony Ojeda, Rebecca Bilbro
From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language is through the creative application of text analytics. This practical...
Price: $40.44 | Publisher: O'Reilly Media | Release: 2018
Stream Processing with Apache Flink
by Fabian Hueske, Vasiliki Kalavri
Get started with Apache Flink, the open source framework that enables you to process streaming data - such as user interactions, sensor data, and machine logs - as it arrives. With this practical guide, you'll learn how to use Apache Flink's stream processing APIs to implement, continuously run, and maintain real-world applications.Authors Fabian Hueske, one of Flink's creators, and Vasia Kal...
Price: $32.99 | Publisher: O'Reilly Media | Release: 2018
Data Science on the Google Cloud Platform
by Valliappa Lakshmanan
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of the book, you'll work through a sampl...
Price: $42.33 | Publisher: O'Reilly Media | Release: 2018
Collect, Combine, and Transform Data Using Power Query in Excel and Power BI
by Gil Raviv
Using Power Query, you can import, reshape, and cleanse any data from a simple interface, so you can mine that data for all of its hidden insights. Power Query is embedded in Excel, Power BI, and other Microsoft products, and leading Power Query expert Gil Raviv will help you make the most of it. Discover how to eliminate time-consuming manual data preparation, solve common problems, avoid pitfalls, and mor...
Price: $29.28 | Publisher: Microsoft Press | Release: 2018