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Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner
Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner

Incorporating a new focus on data visualization and time series forecasting, Data Mining for Business Intelligence, Second Edition continues to supply insightful, detailed guidance on fundamental data mining techniques. This new edition guides readers through the use of the Microsoft Office Excel add-in XLMiner for developing...

Apache Mahout Cookbook
Apache Mahout Cookbook

A fast, fresh, developer-oriented dive into the world of Mahout

Overview

  • Learn how to set up a Mahout development environment
  • Start testing Mahout in a standalone Hadoop cluster
  • Learn to find stock market direction using logistic regression
  • Over 35 recipes with...
Think Data Structures: Algorithms and Information Retrieval in Java
Think Data Structures: Algorithms and Information Retrieval in Java

If you’re a student studying computer science or a software developer preparing for technical interviews, this practical book will help you learn and review some of the most important ideas in software engineering—data structures and algorithms—in a way that’s clearer, more concise, and more engaging than...

Learning Apache Mahout Classification
Learning Apache Mahout Classification

Build and personalize your own classifiers using Apache Mahout

About This Book

  • Explore the different types of classification algorithms available in Apache Mahout
  • Create and evaluate your own ready-to-use classification models using real world datasets
  • A practical guide to...
Mastering SQL Server 2014 Data Mining
Mastering SQL Server 2014 Data Mining

Master selecting, applying, and deploying data mining models to build powerful predictive analysis frameworks

About This Book

  • Understand the different phases of data mining, along with the tools used at each stage
  • Explore the different data mining algorithms in depth
  • Become...
Think DSP: Digital Signal Processing in Python
Think DSP: Digital Signal Processing in Python

If you understand basic mathematics and know how to program with Python, you’re ready to dive into signal processing. While most resources start with theory to teach this complex subject, this practical book introduces techniques by showing you how they’re applied in the real world. In the first chapter alone,...

Frontiers of Statistical Decision Making and Bayesian Analysis: In Honor of James O. Berger
Frontiers of Statistical Decision Making and Bayesian Analysis: In Honor of James O. Berger

Research in Bayesian analysis and statistical decision theory is rapidly expanding and diversifying, making it increasingly more difficult for any single researcher to stay up to date on all current research frontiers. This book provides a review of current research challenges and opportunities. While the book can not exhaustively cover all...

Learning Bayesian Models with R
Learning Bayesian Models with R

Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems

About This Book

  • Understand the principles of Bayesian Inference with less mathematical equations
  • Learn state-of-the art Machine Learning methods
  • Familiarize...
Survival Analysis Using SAS: A Practical Guide, Second Edition
Survival Analysis Using SAS: A Practical Guide, Second Edition

Easy to read and comprehensive, Survival Analysis Using SAS: A Practical Guide, Second Edition, by Paul D. Allison, is an accessible, data-based introduction to methods of survival analysis. Researchers who want to analyze survival data with SAS will find just what they need with this fully updated new edition that incorporates the many...

An Elementary Introduction to Statistical Learning Theory
An Elementary Introduction to Statistical Learning Theory

A thought-provoking look at statistical learning theory and its role in understanding human learning and inductive reasoning

A joint endeavor from leading researchers in the fields of philosophy and electrical engineering, An Elementary Introduction to Statistical Learning Theory is a comprehensive and accessible...

Making Sense of Data II: A Practical Guide to Data Visualization, Advanced Data Mining Methods, and Applications
Making Sense of Data II: A Practical Guide to Data Visualization, Advanced Data Mining Methods, and Applications
A hands-on guide to making valuable decisions from data using advanced data mining methods and techniques

This second installment in the Making Sense of Data series continues to explore a diverse range of commonly used approaches to making and communicating decisions from data. Delving into more technical topics, this book equips...

Unity 5.x Game AI Programming Cookbook
Unity 5.x Game AI Programming Cookbook

Key Features

  • Empower your agent with decision making capabilities using advanced minimaxing and Negamaxing techniques
  • Discover how AI can be applied to a wide range of games to make them more interactive.
  • Instigate vision and hearing abilities in your agent through collider based and graph...
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