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Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning
Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning

Get to grips with processing large volumes of data and presenting it as engaging, interactive insights using Spark and Python.

Key Features

  • Get a hands-on, fast-paced introduction to the Python data science stack
  • Explore ways to create useful metrics and statistics from...
Experiments in Undergraduate Mathematics: A Mathematica-Based Approach
Experiments in Undergraduate Mathematics: A Mathematica-Based Approach
All students need to master a variety of mathematical tools and concepts at the start of their university career. This distinctive book helps students learn these by doing. The approach is interactive, using experiments, performed in the symbolic algebra package Mathematica, to impart the fundamentals of many of the topics students encounter. A...
Explanation in the Special Sciences: The Case of Biology and History (Synthese Library)
Explanation in the Special Sciences: The Case of Biology and History (Synthese Library)

Biology and history are often viewed as closely related disciplines, with biology informed by history, especially in its task of charting our evolutionary past. Maximizing the opportunities for cross-fertilization in these two fields requires an accurate reckoning of their commonalities and differences―precisely what this volume sets out...

Lehninger Principles of Biochemistry, Fourth Edition
Lehninger Principles of Biochemistry, Fourth Edition
The fourth edition of Lehninger Principles of Biochemistry stays true to the vision of its predecessors while embracing the advances made in biochemical research since the previous edition. As always, the book presents the fundamentals of biochemistry through selected topics, and emphasizes the most important recent developments and applications...
Inside Microsoft SQL Server 2008: T-SQL Querying
Inside Microsoft SQL Server 2008: T-SQL Querying

Tackle the toughest set-based querying and query tuning problems—guided by an author team with in-depth, inside knowledge of T-SQL. Deepen your understanding of architecture and internals—and gain practical approaches and advanced techniques to optimize your code’s performance.

Discover how to:

The Startup Owner's Manual: The Step-By-Step Guide for Building a Great Company
The Startup Owner's Manual: The Step-By-Step Guide for Building a Great Company
More than 100,000 entrepreneurs rely on this book for detailed, step-by-step instructions on building successful, scalable, profitable startups.  The National Science Foundation pays hundreds of startup teams each year to follow the process outlined in the book, and it's taught at Stanford, Berkeley, Columbia and more than...
Coding for Wireless Channels (Information Technology: Transmission, Processing and Storage)
Coding for Wireless Channels (Information Technology: Transmission, Processing and Storage)
Coding for Wireless Channels is an accessible introduction to the theoretical foundations of modern coding theory, with applications to wireless transmission systems. State-of-the-art coding theory is explained using soft (maximum-likelihood) decoding rather than algebraic decoding. Convolutional codes, trellis-coded modulation,...
The Mikado Method
The Mikado Method

Summary

The Mikado Method is a book written by the creators of this process. It describes a pragmatic, straightforward, and empirical method to plan and perform non-trivial technical improvements on an existing software system. The method has simple rules, but the applicability is vast. As you read,...

SAS/INSIGHT 9.1 User's Guide
SAS/INSIGHT 9.1 User's Guide
This title is your complete documentation source for SAS/INSIGHT software, including a usage section that explains how to accomplish particular tasks as well as a reference section that provides comprehensive descriptions of data, graphs, and analyses.

SAS/INSIGHT software is a tool for data exploration and analysis. With it you can
...
Hierarchical Voronoi Graphs: Spatial Representation and Reasoning for Mobile Robots
Hierarchical Voronoi Graphs: Spatial Representation and Reasoning for Mobile Robots

Voronoi graphs and their hierarchical extensions have become a widely used tool for deriving abstract spatial representations from environmental data. They are currently being studied and applied in several subfields of computer science such as AI and robotics, computational geometry, and geoinformatics.

This book investigates the...

Modeling and Reasoning with Bayesian Networks
Modeling and Reasoning with Bayesian Networks

Bayesian networks have received a lot of attention over the last few decades from both scientists and engineers, and across a number of fields, including artificial intelligence (AI), statistics, cognitive science, and philosophy.

Perhaps the largest impact that Bayesian networks have had is on the field of AI, where they were...

Graphs and Networks: Multilevel Modeling
Graphs and Networks: Multilevel Modeling

Completely updated and containing two new chapters, this title covers spatial analysis and urban management using graph theory simulation.  Highly practical, the simulation approach allows readers to solve classic problems such as placement of high-speed roads, the capacity of a network, pollution emission control, and more.

...
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