by Joel Grus
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they're also a good way to dive into the discipline without actually understanding data science. In this book, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.If you have an aptitude for mathematics and some programming skills, autho...
Price: $8.63 | Publisher: O'Reilly Media | Release: 2015
by Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills
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 its ecosystem, and then dive into patterns that apply common techniques...
Price: $20.00 | Publisher: O'Reilly Media | Release: 2015
Essential SQLAlchemy, 2nd Edition 
by Jason Myers, Rick Copeland
This new edition of Essential SQLAlchemy is the tool developers need to understand the technology. Rather than being a simple tutorial or API reference, this book builds an application step by step. This application is comprised of many of the most common usages of SQLAlchemy, thus showing how to manage complexity and engaging in real world examples. Using easy, common language, the authors teach you how to...
Price: $29.44 | Publisher: O'Reilly Media | Release: 2015
FREE EBOOK - Azure Web Apps for Developers
by Rick Rainey
Azure Web Apps is a fully managed platform that you can use to build mission-critical web applications that are highly available, secure, and scalable to global proportions. Combined with first-class tooling from Visual Studio and the Microsoft Azure Tools, the Azure Web Apps service is the fastest way to get your web application to production. Azure Web Apps is part of the Azure App Service that is designe...
Publisher: Microsoft Press | Release: 2015
by Ankur Goel
Neo4j is an open source graph database written in Java. Graph databases provide an excellent way to get richer insight into data and lower the bar for entry into the data science world. Starting with a practical and vital introduction to Neo4j and various aspects of Neo4j installation, you will learn how to connect and access Neo4j servers from programming languages such as Java, Python, Ruby, and Scala. Yo...
Price: $44.99 | Publisher: Packt Publishing | Release: 2015
ElasticSearch Cookbook, 2nd Edition
by Alberto Paro
This book will guide you through the complete ElasticSearch ecosystem. From choosing the correct transport layer and communicating with the server to creating and customizing internal actions, you will develop an in-depth knowledge of the implementation of the ElasticSearch architecture.After creating complex queries and analytics, mapping, aggregation, and scripting, you will master the integration of Elas...
Price: $21.72 | Publisher: Packt Publishing | Release: 2015
by Matt Copperwaite, Charles Leifer
Flask is a small and powerful web development framework for Python. It does not presume or force a developer to use a particular tool or library. Flask supports extensions that can add application features as if they were implemented in Flask itself. Flask's main task is to build web applications quickly and with less code. With its lightweight and efficient web development framework, Flask combines ra...
Price: $44.99 | Publisher: Packt Publishing | Release: 2015
Learning Django Web Development
by Sanjeev Jaiswal, Ratan Kumar
Django, written in Python, is a web application framework designed to build complex web applications quickly without any hassle. It loosely follows the MVC pattern and adheres to the Don't Repeat Yourself principle, which makes a database-driven application efficient and highly scalable, and is by far the most popular and mature Python web framework.This book is a manual that will help you build a simp...
Price: $44.99 | Publisher: Packt Publishing | Release: 2015
by Francisco J. Blanco-Silva
The SciPy stack is a collection of open source libraries of the powerful scripting language Python, together with its interactive shells. This environment offers a cutting-edge platform for numerical computation, programming, visualization and publishing, and is used by some of the world's leading mathematicians, scientists, and engineers. It works on any operating system that supports Python and is ve...
Price: $44.99 | Publisher: Packt Publishing | Release: 2015
by Michael Heydt
This learner's guide will help you understand how to use the features of pandas for interactive data manipulation and analysis.This book is your ideal guide to learning about pandas, all the way from installing it to creating one- and two-dimensional indexed data structures, indexing and slicing-and-dicing that data to derive results, loading data from local and Internet-based resources, and finally cr...
Price: $35.12 | Publisher: Packt Publishing | Release: 2015