Data Modeling category: 403 books
Thinking with Data
How to Turn Information into Insights
Language: English
Release Date: January 20, 2014
Many analysts are too concerned with tools and techniques for cleansing, modeling, and visualizing datasets and not concerned enough with asking the right questions. In this practical guide, data strategy consultant Max Shron shows you how to put the why before the how, through an often-overlooked...
Understanding Compression
Data Compression for Modern Developers
Language: English
Release Date: July 13, 2016
If you want to attract and retain users in the booming mobile services market, you need a quick-loading app that won’t churn through their data plans. The key is to compress multimedia and other data into smaller files, but finding the right method is tricky. This witty book helps you understand...
Mastering Julia 1.0
Solve complex data processing problems with Julia
Language: English
Release Date: December 10, 2019
Tackle the Contemporary Challenges of Programming and Data Science with Julia
About This Book
Build statistical models with linear regression and analysis of variance (ANOVA)
Create your own modules and contribute to the Julia package system
Complete an extensive data science project through...
by Alex Giamas
Language: English
Release Date: November 17, 2017
Language: English
Release Date: November 17, 2017
An expert's guide to build fault tolerant MongoDB application
About This Book
Master the advanced modeling, querying, and administration techniques in MongoDB and become a MongoDB expert
Covers the latest updates and Big Data features frequently used by professional MongoDB developers and...
by Prateek Joshi, John Hearty, Bastiaan Sjardin
Language: English
Release Date: November 14, 2016
Language: English
Release Date: November 14, 2016
Learn to solve challenging data science problems by building powerful machine learning models using Python
About This Book
Understand which algorithms to use in a given context with the help of this exciting recipe-based guide
This practical tutorial tackles real-world computing problems through...
MapReduce Design Patterns
Building Effective Algorithms and Analytics for Hadoop and Other Systems
Language: English
Release Date: November 21, 2012
Until now, design patterns for the MapReduce framework have been scattered among various research papers, blogs, and books. This handy guide brings together a unique collection of valuable MapReduce patterns that will save you time and effort regardless of the domain, language, or development framework...
Cassandra: The Definitive Guide
Distributed Data at Web Scale
Language: English
Release Date: June 29, 2016
Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you’ll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This expanded second edition—updated for Cassandra...
Building Machine Learning Systems with Python
Explore machine learning and deep learning techniques for building intelligent systems using scikit-learn and TensorFlow, 3rd Edition
Language: English
Release Date: July 31, 2018
Get more from your data by creating practical machine learning systems with Python
Key Features
Develop your own Python-based machine learning system
Discover how Python offers multiple algorithms for modern machine learning systems
Explore key Python machine learning libraries to implement in...
by David Bellot
Language: English
Release Date: April 29, 2016
Language: English
Release Date: April 29, 2016
Familiarize yourself with probabilistic graphical models through real-world problems and illustrative code examples in R
About This Book
Predict and use a probabilistic graphical models (PGM) as an expert system
Comprehend how your computer can learn Bayesian modeling to solve real-world problems
Know...
by Terry Halpin, Tony Morgan
Language: English
Release Date: July 27, 2010
Language: English
Release Date: July 27, 2010
Information Modeling and Relational Databases, Second Edition, provides an introduction to ORM (Object-Role Modeling)and much more. In fact, it is the only book to go beyond introductory coverage and provide all of the in-depth instruction you need to transform knowledge from domain experts into a...
by C.Y. Kan
Language: English
Release Date: December 23, 2014
Language: English
Release Date: December 23, 2014
If you are interested in Cassandra and want to develop real-world analysis applications, then this book is perfect for you. It would be helpful to have prior knowledge of NoSQL database.
by Goran Klepac, Robert Kopal, Leo Mršić
Language: English
Release Date: July 31, 2014
Language: English
Release Date: July 31, 2014
Churn prediction, recognition, and mitigation have become essential topics in various industries. As a means for forecasting and managing risk, further research in this field can greatly assist companies in making informed decisions based on future possible scenarios. Developing Churn Models Using Data...
by
Language: English
Release Date: May 18, 2018
Language: English
Release Date: May 18, 2018
It is generally accepted that building information modeling (BIM) related technologies offer considerable advantages to many participants in the construction sector. Currently, there exists a whole range of commercially available BIM software platforms that are specialized to suit the functional needs...
by Volker Grimm, Steven F. Railsback
Language: English
Release Date: November 28, 2013
Language: English
Release Date: November 28, 2013
Individual-based models are an exciting and widely used new tool for ecology. These computational models allow scientists to explore the mechanisms through which population and ecosystem ecology arises from how individuals interact with each other and their environment. This book provides the first...