Learn IT - Books tags computational

Python Deep Learning Projects: 9 projects demystifying neural network and deep learning models for building intelligent systems

Packt Publishing, 2018

Insightful projects to master deep learning and neural network architectures using Python and Keras

Key Features

Explore deep learning across computer vision, natural language processing (NLP), and image processing

Discover best practices for the training of deep neural...

Algorithms: Design and Analysis (De Gruyter Textbook)

De Gruyter, 2021

Algorithms play a central role both in the theory and in the practice of computing. The goal of the authors was to write a textbook that would not trivialize the subject but would still be readable by most students on their own. The book contains over 120 exercises. Some of them are drills; others make important points about the...

OpenCV 3 Computer Vision with Python Cookbook: Leverage the power of OpenCV 3 and Python to build computer vision applications

Packt Publishing, 2018

Recipe-based approach to tackle the most common problems in Computer Vision by leveraging the functionality of OpenCV using Python APIs

Key Features

Build computer vision applications with OpenCV functionality via Python API

Get to grips with image processing, multiple...

2D Object Detection and Recognition: Models, Algorithms, and Networks

MIT Press, 2002

This book is about detecting and recognizing 2D objects in gray-level images. Howare
models constructed? Howare they trained? What are the computational approaches to
efficient implementation on a computer? And finally, how can some of these computations
be implemented in the framework of parallel and biologically plausible neural...

Computational Vision and Medical Image Processing: Recent Trends

Springer, 2010

Nowadays, computationalmethodologies of signal processing and imaging analysis for 2D, 3D and even 4D data are commonly used for various applications in society. For example, Computational Vision systems are progressively used for surveillance tasks, traffic analysis, recognition process, inspection purposes, human-machine interfaces, 3D...

SQL Server 2012 T-SQL Recipes: A Problem-Solution Approach (Recipes Apress)

Apress, 2012

Processing is probably the best-known creative coding environment that helps you bridge the gap between programming and art. It enables designers, artists, architects, students, and many others, to explore graphics programming and computational art in an easy way, thus helping boost creativity.

Processing 2:...

An Introduction to Quantum Computing

Oxford University Press, 2006

This concise, accessible text provides a thorough introduction to quantum computing - an exciting emergent field at the interface of the computer, engineering, mathematical and physical sciences. Aimed at advanced undergraduate and beginning graduate students in these disciplines, the text is technically detailed and is clearly illustrated...

Python Scripting for Computational Science (Texts in Computational Science and Engineering)

Springer, 2004

The goal of this book is to teach computational scientists and engineers how to develop tailored, flexible, and efficient working environments built from small programs (scripts) written in the easy-to-learn, very high-level language Python. The focus is on examples and applications of relevance to computational science: gluing existing...

Topology for Computing (Cambridge Monographs on Applied and Computational Mathematics)

Cambridge University Press, 2005

Written by a computer scientist for computer scientists, this book teaches topology from a computational point of view, and shows how to solve real problems that have topological aspects involving computers. Such problems arise in many areas, such as computer graphics, robotics, structural biology, and chemistry. The author starts from the basics...

Numerical Solution of Partial Differential Equations: Theory, Algorithms, and Their Applications: In Honor of Professor Raytcho Lazarov's 40 Years of ... Proceedings in Mathematics & Statistics)

Springer, 2013

One of the current main challenges in the area of scientific computing? is the design and implementation of accurate numerical models for complex physical systems which are described by time dependent coupled systems of nonlinear PDEs. This volume integrates the works of experts in computational...

Algorithms and Theory of Computation Handbook, Second Edition, Volume 2: Special Topics and Techniques

CRC Press, 2009

Algorithms and Theory of Computation Handbook, Second Edition: Special Topics and Techniques provides an up-to-date compendium of fundamental computer science topics and techniques. It also illustrates how the topics and techniques come together to deliver efficient solutions to important practical problems.

Along...

Case Studies in Bayesian Statistical Modelling and Analysis

John Wiley & Sons, 2012

Provides an accessible foundation to Bayesian analysis using real world models

This book aims to present an introduction to Bayesian modelling and computation, by considering real case studies drawn from diverse fields spanning ecology, health, genetics and finance. Each chapter comprises a description of the problem, the...

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