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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...
Star Schema The Complete Reference
Star Schema The Complete Reference

The definitive guide to dimensional design for your data warehouse

Learn the best practices of dimensional design. Star Schema: The Complete Reference offers in-depth coverage of design principles and their underlying rationales. Organized around design concepts and illustrated with detailed examples, this is a...

Hebbian Learning and Negative Feedback Networks (Advanced Information and Knowledge Processing)
Hebbian Learning and Negative Feedback Networks (Advanced Information and Knowledge Processing)
From the reviews of the first edition:

"This book is concerned with developing unsupervised learning procedures and building self organizing network modules that can capture regularities of the environment. the book provides a detailed introduction to Hebbian learning and negative feedback neural networks and is suitable for...

Data Analysis Using SAS Enterprise Guide
Data Analysis Using SAS Enterprise Guide

The present book, Data Analysis Using SAS Enterprise Guide, provides readers with an overview of Enterprise Guide, the newest point-and-click interface from SAS. SAS Enterprise Guide is a graphical user (point-and-click) interface to the main SAS application, having relatively recently replaced the Analyst interface, which itself had replaced...

S+Functional Data Analysis User's Guide
S+Functional Data Analysis User's Guide
S+Functional Data Analysis is the first commercial object oriented package for exploring, modeling, and analyzing functional data. Functional data analysis (FDA) handles longitudinal data and treats each observation as a function of time (or other variable). The functions are related. The goal is to analyze a sample of functions instead of a...
Computational Approaches to Biochemical Reactivity (Understanding Chemical Reactivity)
Computational Approaches to Biochemical Reactivity (Understanding Chemical Reactivity)
This book summarises recent results in the rapidly developing discipline of the computational aspects of biochemical reactivity. It presents a comprehensive and critical treatise on the subject, with numerous references covering practically all relevant and recent work. The chapters, written by eminent experts in the field, deal with quantum...
Head First Statistics
Head First Statistics
Wouldn't it be great if there were a statistics book that made histograms, probability distributions, and chi square analysis more enjoyable than going to the dentist? Head First Statistics brings this typically dry subject to life, teaching you everything you want and need to know about statistics through engaging, interactive, and...
Dynamic Speech Models (Synthesis Lectures on Speech and Audio Processing)
Dynamic Speech Models (Synthesis Lectures on Speech and Audio Processing)
In a broad sense, speech dynamics are time-varying or temporal characteristics in all stages of the human speech communication process. This process, sometimes referred to as speech chain [1], starts with the formation of a linguistic message in the speaker’s brain and ends with the arrival of the message in the...
Data Mining Using SAS Enterprise Miner (Wiley Series in Computational Statistics)
Data Mining Using SAS Enterprise Miner (Wiley Series in Computational Statistics)
Data Mining Using SAS Enterprise Miner introduces the readers to data mining using SAS Enterprise Miner v4. This book will reveal the power and ease of use of the powerful new module in SAS that will introduce the readers to the various configuration settings and subsequent results that are generated from the various nodes in Enterprise Miner that...
Thyroid Cytopathology (Essentials in Cytopathology)
Thyroid Cytopathology (Essentials in Cytopathology)

Advances in molecular and genetics-based diagnostics are driving an increased interest in cytopathology, as cytological specimens are the ideal substrate for this new technology. Although there are a handful of comprehensive, standard texts on the market, there is a need for portable, more concise books for easy reference. Thus, the inception...

PEM Fuel Cell Durability Handbook, Two-Volume Set: PEM Fuel Cell Failure Mode Analysis
PEM Fuel Cell Durability Handbook, Two-Volume Set: PEM Fuel Cell Failure Mode Analysis

PEM Fuel Cell Failure Mode Analysis presents a systematic analysis of PEM fuel cell durability and failure modes. It provides readers with a fundamental understanding of insufficient fuel cell durability, identification of failure modes and failure mechanisms of PEM fuel cells, fuel cell component degradation testing, and...

Introduction to Random Signals and Noise
Introduction to Random Signals and Noise

Random signals and noise are present in many engineering systems and networks. Signal processing techniques allow engineers to distinguish between useful signals in audio, video or communication equipment, and interference, which disturbs the desired signal.

With a strong mathematical grounding, this text...

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