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Block Trace Analysis and Storage System Optimization: A Practical Approach with MATLAB/Python Tools
Block Trace Analysis and Storage System Optimization: A Practical Approach with MATLAB/Python Tools
Understand the fundamental factors of data storage system performance and master an essential analytical skill using block trace via applications such as MATLAB and Python tools. You will increase your productivity and learn the best techniques for doing specific tasks (such as analyzing the IO pattern in a quantitative way, identifying the...
Natural Language Processing and Computational Linguistics: A practical guide to text analysis with Python, Gensim, spaCy, and Keras
Natural Language Processing and Computational Linguistics: A practical guide to text analysis with Python, Gensim, spaCy, and Keras

Work with Python and powerful open source tools such as Gensim and spaCy to perform modern text analysis, natural language processing, and computational linguistics algorithms.

Key Features

  • Discover the open source Python text analysis ecosystem, using spaCy, Gensim, scikit-learn, and...
Machine Learning in Java: Helpful techniques to design, build, and deploy powerful machine learning applications in Java, 2nd Edition
Machine Learning in Java: Helpful techniques to design, build, and deploy powerful machine learning applications in Java, 2nd Edition

Leverage the power of Java and its associated machine learning libraries to build powerful predictive models

Key Features

  • Solve predictive modeling problems using the most popular machine learning Java libraries
  • Explore data processing, machine learning, and NLP concepts...
UX Fundamentals for Non-UX Professionals: User Experience Principles for Managers, Writers, Designers, and Developers
UX Fundamentals for Non-UX Professionals: User Experience Principles for Managers, Writers, Designers, and Developers
What can a WWII-era tank teach us about design? What does a small, blue flower tell us about audiences? What do drunk, French marathon-runners show us about software? In 40+ chapters and stories, you will learn the ways in which UX has influenced history and vice versa, and how it continues to change our daily lives. ...
Artificial Intelligence Basics: A Non-Technical Introduction
Artificial Intelligence Basics: A Non-Technical Introduction

Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital assistants are the extent of it, AI has in fact rapidly become a general-purpose technology, reverberating across industries including transportation, healthcare, financial services, and...

Data versus Democracy: How Big Data Algorithms Shape Opinions and Alter the Course of History
Data versus Democracy: How Big Data Algorithms Shape Opinions and Alter the Course of History
Human attention is in the highest demand it has ever been. The drastic increase in available information has compelled individuals to find a way to sift through the media that is literally at their fingertips. Content recommendation systems have emerged as the technological solution to this...
Modern X86 Assembly Language Programming: Covers x86 64-bit, AVX, AVX2, and AVX-512
Modern X86 Assembly Language Programming: Covers x86 64-bit, AVX, AVX2, and AVX-512
Since the invention of the personal computer, software developers have used x86 assembly language to create innovative solutions for a wide variety of algorithmic challenges. During the early days of the PC era, it was common practice to code large portions of a program or complete applications using x86 assembly...
Brachytherapy: Techniques and Evidences
Brachytherapy: Techniques and Evidences
Brachytherapy has a long history since the discovery of radium-226 by Marie Curie in 1898 and its introduction to the cancer treatment in France in 1901. Already in 1913, the clinical results of brachytherapy in cervical cancer surpassed the results obtained through Wertheim’s operation. The era of “Strahl...
Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics (Studies in Computational Intelligence)
Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics (Studies in Computational Intelligence)
This research monograph is highly contextual in the present era of spatial/spatio-temporal data explosion. The overall text contains many interesting results that are worth applying in practice, while it is also a source of intriguing and motivating questions for advanced research on spatial data science. 

The
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The Renewable Energy Transition: Realities for Canada and the World (Lecture Notes in Energy)
The Renewable Energy Transition: Realities for Canada and the World (Lecture Notes in Energy)

Canada is a well-endowed country that serves as an ideal model to lead the reader through the development of energy, resources, and society historically and into a post-carbon future. The book provides an historical perspective and describes the physical resource limitations, energy budgets, and climate realities that will...

The Economics of Speed: Machine Speed as the Key Factor in Productivity (Lecture Notes in Production Engineering)
The Economics of Speed: Machine Speed as the Key Factor in Productivity (Lecture Notes in Production Engineering)

This is the first book to examine the “nuts and bolts” of production processes. It proposes a truly consilient approach to modeling production processes – one that goes beyond the vague principles found in standard economics – and provides details that are consistent with the applied mechanics and engineering...

Fully Grown: Why a Stagnant Economy Is a Sign of Success
Fully Grown: Why a Stagnant Economy Is a Sign of Success
Most economists would agree that a thriving economy is synonymous with GDP growth. The more we produce and consume, the higher our living standard and the more resources available to the public. This means that our current era, in which growth has slowed substantially from its postwar highs, has raised alarm bells. But should it?...
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