by Patrick R. Nicolas
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies.The book begins with an introduction to the functional capabilities of the Scala programming language that are cr...
Price: $59.99 | Publisher: Packt Publishing | Release: 2014
Mastering Machine Learning with scikit-learn 
by Gavin Hackeling
This book examines machine learning models including logistic regression, decision trees, and support vector machines, and applies them to common problems such as categorizing documents and classifying images. It begins with the fundamentals of machine learning, introducing you to the supervised-unsupervised spectrum, the uses of training and test data, and evaluating models. You will learn how to use gener...
Price: $41.48 | Publisher: Packt Publishing | Release: 2014
Mastering SQL Server 2014 Data Mining
by Amarpreet Singh Bassan, Debarchan Sarkar
Whether you are new to data mining or are a seasoned expert, this book will provide you with the skills you need to successfully create, customize, and work with Microsoft Data Mining Suite. Starting with the basics, this book will cover how to clean the data, design the problem, and choose a data mining model that will give you the most accurate prediction.Next, you will be taken through the various classi...
Price: $49.99 | Publisher: Packt Publishing | Release: 2014
An Introduction to the Analysis of Algorithms, 2nd Edition
by Robert Sedgewick, Philippe Flajolet
Despite growing interest, basic information on methods and models for mathematically analyzing algorithms has rarely been directly accessible to practitioners, researchers, or students. An Introduction to the Analysis of Algorithms, 2ond Edition, organizes and presents that knowledge, fully introducing primary techniques and results in the field.Techniques covered in the first half of the book include recur...
Price: $62.99 | Publisher: Addison-Wesley | Release: 2013
FREE EBOOK - Annotated Algorithms in Python
by Massimo Di Pierro
This book is assembled from lectures given by the author over a period of 10 years at the School of Computing of DePaul University. The lectures cover multiple classes, including Analysis and Design of Algorithms, Scientific Computing, Monte Carlo Simulations, and Parallel Algorithms. These lectures teach the core knowledge required by any scientist interested in numerical algorithms and by students interes...
Price: $33.89 | Publisher: Self-publishing | Release: 2013
Data Structures and Algorithms in Python
by Michael T. Goodrich, Roberto Tamassia, Michael H. Goldwasser
Based on the authors' market leading data structures books in Java and C++, this textbook offers a comprehensive, definitive introduction to data structures in Python by respected authors. Data Structures and Algorithms in Python is the first mainstream object-oriented book available for the Python data structures course. Designed to provide a comprehensive introduction to data structures and algorit...
Price: $25.00 | Publisher: Wiley | Release: 2013
Distributed Graph Algorithms for Computer Networks
by Kayhan Erciyes
This hands-on textbook/reference presents a comprehensive review of key distributed graph algorithms for computer network applications, with a particular emphasis on practical implementation. Each chapter opens with a concise introduction to a specific problem, supporting the theory with numerous examples, before providing a list of relevant algorithms. These algorithms are described in detail from conceptu...
Price: $55.20 | Publisher: Springer | Release: 2013
Guide to Programming and Algorithms Using R
by Ozgur Ergul
When encountering difficult concepts in computer programming for the first time, many students struggle to find simple explanations in their textbooks. Information can also be hard to find on common mistakes made when implementing algorithms and writing programs.This concise and easy-to-follow textbook/guide provides a student-friendly introduction to programming and algorithms. Emphasis is placed on the th...
Price: $39.99 | Publisher: Springer | Release: 2013
Quantum Walks and Search Algorithms
by Renato Portugal
This book addresses an interesting area of quantum computation called quantum walks, which play an important role in building quantum algorithms, in particular search algorithms. Quantum walks are the quantum analogue of classical random walks.It is known that quantum computers have great power for searching unsorted databases. This power extends to many kinds of searches, particularly to the problem of fin...
Price: $54.99 | Publisher: Springer | Release: 2013
Proportionate-type Normalized Least Mean Square Algorithms
by Kevin Wagner, Milos Doroslovacki
The topic of this book is proportionate-type normalized least mean squares (PtNLMS) adaptive filtering algorithms, which attempt to estimate an unknown impulse response by adaptively giving gains proportionate to an estimate of the impulse response and the current measured error. These algorithms offer low computational complexity and fast convergence times for sparse impulse responses in network and acoust...
Price: $80.48 | Publisher: Wiley | Release: 2013