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Designing Machine Learning Systems with Python
Designing Machine Learning Systems with Python

Design efficient machine learning systems that give you more accurate results

About This Book

  • Gain an understanding of the machine learning design process
  • Optimize machine learning systems for improved accuracy
  • Understand common programming tools and techniques for machine...
Astrophysical Lasers
Astrophysical Lasers
`A book of great educational value for graduate students and professional astronomers. ' Professor Dame Carole Jordan, University of Oxford

Progress in modern radio astronomy led to the discovery of space masers in the microwave range, and it became a powerful tool for studies of interstellar star-forming molecular
...
Data Mining and Business Analytics with R
Data Mining and Business Analytics with R

Collecting, analyzing, and extracting valuable information froma large amount of data requires easily accessible, robust,computational and analytical tools. Data Mining and BusinessAnalytics with R utilizes the open source software R for theanalysis, exploration, and simplification of large high-dimensionaldata sets. As a result, readers are...

New Developments in Categorical Data Analysis for the Social & Behavioral Science
New Developments in Categorical Data Analysis for the Social & Behavioral Science
Almost all research in the social and behavioral sciences, and also in economic and marketing research, criminological research, and social medical research deals with the analysis of categorical data. Categorical data are quantified as either nominal or ordinal variables. This volume is a collection of up-to-date studies on modern categorical data...
Fundamentals of Probability: With Stochastic Processes
Fundamentals of Probability: With Stochastic Processes

"The 4th edition of Ghahramani's book is replete with intriguing historical notes, insightful comments, and well-selected examples/exercises that, together, capture much of the essence of probability. Along with its Companion Website, the book is suitable as a primary resource for a first course in probability. Moreover, it...

Planets and Planetary Systems
Planets and Planetary Systems

Planetary Science is an exciting, fast-moving, interdisciplinary field with courses taught in a wide range of departments, including astronomy, physics, chemistry, earth sciences and biology. Planets and Planetary Systems is a well-written, concise introductory textbook on the science of planets within our own and other solar...

Fundamentals of Data Visualization: A Primer on Making Informative and Compelling Figures
Fundamentals of Data Visualization: A Primer on Making Informative and Compelling Figures

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization...

Peer to Peer Computing: The Evolution of a Disruptive Technology
Peer to Peer Computing: The Evolution of a Disruptive Technology
Peer to Peer Computing: The Evolution of Disruptive Technology takes a holistic approach to the affects P2P Computing has on a number a disciplines. Some of those areas covered within this book include grid computing, web services, bio-informatics, security, finance and economics, collaboration, and legal issues. Unique in its approach, Peer to...
Applications of Mathematics in Models, Artificial Neural Networks and Arts: Mathematics and Society
Applications of Mathematics in Models, Artificial Neural Networks and Arts: Mathematics and Society

The book shows a very original organization addressing in a non traditional way, but with a systematic approach, to who has an interest in using mathematics in the social sciences.

The book is divided in four parts: (a) a historical part, written by Vittorio Capecchi which helps us understand the changes in the relationship between...

Alan Turing: His Work and Impact
Alan Turing: His Work and Impact

In this 2013 winner of the prestigious R.R. Hawkins Award from the Association of American Publishers, as well as the 2013 PROSE Awards for Mathematics and Best in Physical Sciences & Mathematics, also from the AAP, readers will find many of the most significant contributions from the four-volume set of the Collected Works of A. M....

Biomechanical Modelling at the Molecular, Cellular and Tissue Levels (CISM International Centre for Mechanical Sciences)
Biomechanical Modelling at the Molecular, Cellular and Tissue Levels (CISM International Centre for Mechanical Sciences)
This volume consists of Lecture Notes based on lectures delivered at the Advanced School on "Biomechanical Modelling at the Molecular, Cellular and Tissue Levels" held at the International Centre for Mechanical Sciences (CISM) in Udine, Italy, in the period September 11-15, 2006. The course was presented by 6 lecturers, 2 from Europe, 3...
Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels
Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels
Machine learning is a major subfield in computational intelligence (also called artificial intelligence). Its main objective is to use computational methods to extract information from data. Neural network methods, generally regarded as forming the first wave of breakthrough in machine learning, became popular in the late 1980s, while kernel...
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