D.O - Theory 1

Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algo……続きを見る

Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insi……続きを見る

This clearly written and enlightening textbook provides a concise, introductory guide to the key mathematical concepts and techniques used by computer scientists. Topics and features: ideal for self……続きを見る

This monograph presents mathematical theory of statistical models described by the essentially large number of unknown parameters, comparable with sample size but can also be much larger. In this me……続きを見る

The ambition of this volume is twofold: to provide a comprehensive overview of the field and to serve as an indispensable reference work for anyone who wants to work in it. For example, any philosop……続きを見る

How do you conquer the problem of scaling software development to hundreds or thousands of simultaneous workers using thousands or hundreds of thousands of project artifacts during the course of dev……続きを見る

The volume “Storing and Transmitting Data” is based on Rudolf Ahlswede's introductory course on "Information Theory I" and presents an introduction to Shannon Theory. Readers, familiar or unfamiliar……続きを見る

Quantum Computation and Quantum Information (QIP) deals with the identification and use of quantum resources for information processing. This includes three main branches of investigation: quantum a……続きを見る

The book presents a comprehensive study of various cognitive and affective aspects of web searching for translation problem solving. Research into the use of the web as an external aid of consultati……続きを見る

FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to include Computational Intelligence for applied research. The contributions to the 12t……続きを見る

The requirements for multimedia (especially video and audio) communications increase rapidly in the last two decades in broad areas such as television, entertainment, interactive services, telecommu……続きを見る

Additive noise is ubiquitous in acoustics environments and can affect the intelligibility and quality of speech signals. Therefore, a so-called noise reduction algorithm is required to mitigate the ……続きを見る

This accessible textbook presents a fascinating review of cryptography and cryptanalysis across history. The text relates the earliest use of the monoalphabetic cipher in the ancient world, the deve……続きを見る

A hands-on guide for professionals to perform various data science tasks in R Key Features Explore the popular R packages for data science Use R for efficient data mining, text analytics and featur……続きを見る

This two-volume set on***Mathematical Principles of the Internet*** provides a comprehensive overview of the mathematical principles of Internet engineering. The books do not aim to provide all of t……続きを見る

The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts, statisticians, mathematicians, econometricians, computer scie……続きを見る

★☆**Have you come across the terms machine learning and neural networks in most articles you have recently read? Do you also want to learn how to build a machine learning model that will answer your……続きを見る

Get efficient in performing data mining and machine learning using IBM SPSS Modeler Key Features Learn how to apply machine learning techniques in the field of data science Understand when to use d……続きを見る

The aim of IeCCS 2005, which was held in May 2005, was to bring together leading scientists of the international Computer Science community and to attract original research papers. This volume in th……続きを見る

Based on fundamental principles from mathematics, linear systems, and signal analysis, digital signal processing (DSP) algorithms are useful for extracting information from signals collected all aro……続きを見る

This illuminating textbook provides a concise review of the core concepts in mathematics essential to computer scientists. Emphasis is placed on the practical computing applications enabled by seemi……続きを見る

Célio de Azevedo Júnior é jornalista diplomado e docente superior pós-graduado, com MBA em Gestão de Negócios pela UCAM e MBA Executivo em Marketing pela UGF. Por ter também estudado TI, há anos lec……続きを見る

Get to grips with building powerful deep learning models using PyTorch and scikit-learn Key Features Learn how you can speed up the deep learning process with one-shot learning Use Python and PyTor……続きを見る

This is the first attempt to delineate the synthetic field of the theoretical study of information, treating information as the basic phenomenon on the fundamental level of the world, encompassing n……続きを見る

La ciencia es la forma de racionalidad determinante debido a sus consecuencias a gran escala. Vivimos actualmente varias revoluciones en la ciencia y este libro se ocupa de una de ellas: la teoría d……続きを見る

Modern businesses depend on data for their very survival, creating a need for sophisticated databases and database technologies to help store, organise and transport their valuable data. This update……続きを見る

In a world bursting with new information, ideas, opportunities, and technological advancements, it is time to rethink how continuous learning shapes our future. Amidst the ongoing digital revolution……続きを見る

Visual information is everywhere. We are constantly immersed in a flow of visual data that reshapes our social and inner world. Companies and individuals are competing to conquer the public's scarce……続きを見る

This book offers a structured algebraic and geometric approach to the classification and construction of quantum codes for topological quantum computation. It combines key concepts in linear algebra……続きを見る

Thematically organized around three of the most pressing ethical issues of the digital age (shifting of professional norms, moderating offensive content, and privacy), this volume offers a window in……続きを見る