FREE EBOOK - Programming for Computations - MATLAB/Octave 
by Svein Linge, Hans Petter Langtangen
This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possi...
Price: $50.02 | Publisher: Springer | Release: 2016
Clojure Data Structures and Algorithms Cookbook
by Rafik Naccache
Data-structures and algorithms often cross your path when you compress files, compile programs, access databases, or simply use your favourite text editor. Understanding and implementing them can be daunting. Curious learners and industrial developers can find these complex, especially if they focus on the detailed implementation of these data structures.Clojure is a highly pragmatic and expressive language...
Price: $49.99 | Publisher: Packt Publishing | Release: 2015
by Pawel Cichosz
Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and clustering models, as well as techniques used for attribute selection and transformation, model quality evaluation, and creating model ensembles. The author presents many of the important topics and methodologies widely used in dat...
Price: $70.55 | Publisher: Wiley | Release: 2015
Genetic Algorithms in Java Basics
by Lee Jacobson, Burak Kanber
Genetic Algorithms in Java Basics is a brief introduction to solving problems using genetic algorithms, with working projects and solutions written in the Java programming language. This brief book will guide you step-by-step through various implementations of genetic algorithms and some of their common applications, with the aim to give you a practical understanding allowing you to solve your own unique, i...
Price: $39.80 | Publisher: Apress | Release: 2015
by Mahmoud Parsian
If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. You'll learn how to implement the app...
Price: $54.57 | Publisher: O'Reilly Media | Release: 2015
by Jayani Withanawasam
Apache Mahout is a scalable machine learning library with algorithms for clustering, classification, and recommendations. It empowers users to analyze patterns in large, diverse, and complex datasets faster and more scalably.This book is an all-inclusive guide to analyzing large and complex datasets using Apache Mahout. It explains complicated but very effective machine learning algorithms simply, in relati...
Price: $24.99 | Publisher: Packt Publishing | Release: 2015
Machine Learning with R, 2nd Edition
by Brett Lantz
Updated and upgraded to the latest libraries and most modern thinking, Machine Learning with R, Second Edition provides you with a rigorous introduction to this essential skill of professional data science. Without shying away from technical theory, it is written to provide focused and practical knowledge to get you building algorithms and crunching your data, with minimal previous experience.With this book...
Price: $39.99 | Publisher: Packt Publishing | Release: 2015
Data Structures and Algorithms with Python
by Kent Lee, Steve Hubbard
This book explains the concepts and techniques required to write programs that can handle large amounts of data efficiently. Project-oriented and classroom-tested, the book presents a number of important algorithms supported by examples that bring meaning to the problems faced by computer programmers. The idea of computational complexity is also introduced, demonstrating what can and cannot be computed effi...
Price: $29.00 | Publisher: Springer | Release: 2015
FREE EBOOK - Introduction to Python for Computational Science and Engineering
by Hans Fangohr
This book summarises a number of core ideas relevant to Computational Engineering and Scientific Computing using Python. The emphasis is on introducing some basic Python (programming) concepts that are relevant for numerical algorithms. The later chapters touch upon numerical libraries such as numpy and scipy each of which deserves much more space than provided here. We aim to enable the reader to learn ind...
Publisher: Self-publishing | Release: 2015
FREE EBOOK - Azure Machine Learning
by Jeff Barnes
This third ebook in the series introduces Microsoft Azure Machine Learning, a service that a developer can use to build predictive analytics models (using training datasets from a variety of data sources) and then easily deploy those models for consumption as cloud web services. The ebook presents an overview of modern data science theory and principles, the associated workflow, and then covers some of the ...
Publisher: Microsoft Press | Release: 2015