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Mastering Predictive Analytics with R, Second Edition

Machine learning techniques for advanced models

par James D. Miller, Rui Miguel Forte ...

Master the craft of predictive modeling in R by developing strategy, intuition, and a solid foundation in essential conceptsKey FeaturesGrasping the major methods of predictive modeling and moving beyond black box thinking to a deeper level of understandingLeveraging the flexibility and modularity of R to experiment with a range of different techniques and data typesPacked with practical advice ... En savoir plus

$47.19 CAD ou Gratuit avec Kobo Plus

Master the craft of predictive modeling in R by developing strategy, intuition, and a solid foundation in essential conceptsKey FeaturesGrasping the major methods of predictive modeling and moving beyond black box thinking to a deeper level of understandingLeveraging the flexibility and modularity of R to experiment with a range of different techniques and data typesPacked with practical advice
... En savoir plus
Beginning SQL Queries

From Novice to Professional

par Clare Churcher ...

Collections series Professional and Applied Computing (R0)
Get started on mastering the one language binding the entire database industry. That language is SQL, and how it works is must-have knowledge for anyone involved with relational databases, and surprisingly also for anyone involved with NoSQL databases. SQL is universally used in querying and reporting on large data sets in order to generate knowledge to drive business decisions.Good knowledge of ... En savoir plus

$68.79 CAD

Get started on mastering the one language binding the entire database industry. That language is SQL, and how it works is must-have knowledge for anyone involved with relational databases, and surprisingly also for anyone involved with NoSQL databases. SQL is universally used in querying and reporting on large data sets in order to generate knowledge to drive business decisions.Good knowledge of
... En savoir plus
Learning TensorFlow

A Guide to Building Deep Learning Systems

par Tom Hope, Yehezkel S. Resheff, Itay Lieder ...

Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language processing (NLP), speech recognition, and general predictive ... En savoir plus

$54.39 CAD

Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language processing (NLP), speech recognition, and general predictive
... En savoir plus
Pro MERN Stack

Full Stack Web App Development with Mongo, Express, React, and Node

par Vasan Subramanian ...

Collections series Professional and Applied Computing (R0)
Assemble the complete stack required to build a modern web app using MongoDB, Express, React, and Node. This book also covers many other complementary tools: React Router, GraphQL, React-Bootstrap, Babel, and Webpack. This new edition will use the latest version of React (React 16) and the latest React Router (React Router 4), which has a significantly different approach to routing compared to ... En savoir plus

$68.79 CAD

Assemble the complete stack required to build a modern web app using MongoDB, Express, React, and Node. This book also covers many other complementary tools: React Router, GraphQL, React-Bootstrap, Babel, and Webpack. This new edition will use the latest version of React (React 16) and the latest React Router (React Router 4), which has a significantly different approach to routing compared to
... En savoir plus
User-Centered Agile Methods

par Hugh Beyer ...

Collections series Synthesis Lectures on Human-Centered Informatics
With the introduction and popularization of Agile methods of software development, existing relationships and working agreements between user experience groups and developers are being disrupted. Agile methods introduce new concepts: the Product Owner, the Customer (but not the user), short iterations, User Stories. Where do UX professionals fit in this new world? Agile methods also bring a new ... En savoir plus

$26.09 CAD

With the introduction and popularization of Agile methods of software development, existing relationships and working agreements between user experience groups and developers are being disrupted. Agile methods introduce new concepts: the Product Owner, the Customer (but not the user), short iterations, User Stories. Where do UX professionals fit in this new world? Agile methods also bring a new
... En savoir plus
Guide to HTML, JavaScript and PHP

For Scientists and Engineers

par David R. Brooks ...

Collections series Computer Science (R0)
This book enables readers to quickly develop a working knowledge of HTML, JavaScript and PHP. The text emphasizes a hands-on approach to learning and makes extensive use of examples. A detailed science, engineering, or mathematics background is not required to understand the material, making the book ideally suitable for self-study or an introductory course in programming. Features: describes the ... En savoir plus

$83.89 CAD

This book enables readers to quickly develop a working knowledge of HTML, JavaScript and PHP. The text emphasizes a hands-on approach to learning and makes extensive use of examples. A detailed science, engineering, or mathematics background is not required to understand the material, making the book ideally suitable for self-study or an introductory course in programming. Features: describes the
... En savoir plus
Linked Data

A Geographic Perspective

par Glen Hart, Catherine Dolbear ...

Linked Data opens up structured data from databases to be searched and queried via the web, and a geographic element is increasingly being used to link to those data. This book helps you understand how to organize and describe data that includes geographic content and how to publish it as Linked Data for the Semantic Web, as well as explaining the benefits of doing so. In easy-to-understand terms, ... En savoir plus

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Linked Data opens up structured data from databases to be searched and queried via the web, and a geographic element is increasingly being used to link to those data. This book helps you understand how to organize and describe data that includes geographic content and how to publish it as Linked Data for the Semantic Web, as well as explaining the benefits of doing so. In easy-to-understand terms,
... En savoir plus
Practical Time Series Analysis

Prediction with Statistics and Machine Learning

par Aileen Nielsen ...

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.Covering innovations in time ... En savoir plus

$67.99 CAD

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.Covering innovations in time
... En savoir plus
Knockout.js

Building Dynamic Client-Side Web Applications

par Jamie Munro ...

Use Knockout.js to design and build dynamic client-side web applications that are extremely responsive and easy to maintain. This example-driven book shows you how to use this lightweight JavaScript framework and its Model-View-ViewModel (MVVM) pattern. You’ll learn how to build your own data bindings, extend the framework with reusable functions, and work with a server to enhance your client-side ... En savoir plus

$14.99 CAD

Use Knockout.js to design and build dynamic client-side web applications that are extremely responsive and easy to maintain. This example-driven book shows you how to use this lightweight JavaScript framework and its Model-View-ViewModel (MVVM) pattern. You’ll learn how to build your own data bindings, extend the framework with reusable functions, and work with a server to enhance your client-side
... En savoir plus
Machine Learning Production Systems

Engineering Machine Learning Models and Pipelines

par Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu ...

Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this practical book gives you a broad view of the ... En savoir plus

$67.99 CAD

Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this practical book gives you a broad view of the
... En savoir plus
Deep Learning with PyTorch Step-by-Step: A Beginner's Guide - Volume III: Sequences & NLP

Deep Learning with PyTorch Step-by-Step: A Beginner's Guide, #3

par Daniel Voigt Godoy ...

Collections Livre 3 - Deep Learning with PyTorch Step-by-Step: A Beginner's Guide
Revised for PyTorch 2.x!Why this book?Are you looking for a book where you can learn about deep learning and PyTorch without having to spend hours deciphering cryptic text and code? A technical book that's also easy and enjoyable to read?This is it!How is this book different?First, this book presents an easy-to-follow, ... ... En savoir plus

$9.95 CAD

Revised for PyTorch 2.x!Why this book?Are you looking for a book where you can learn about deep learning and PyTorch without having to spend hours deciphering cryptic text and code? A technical book that's also easy and enjoyable to read?This is it!How is this book different?First, this book presents an easy-to-follow, ...
... En savoir plus
Geospatial Data Science Quick Start Guide

Effective techniques for performing smarter geospatial analysis using location intelligence

par Abdishakur Hassan, Jayakrishnan Vijayaraghavan ...

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData ... En savoir plus

$28.79 CAD ou Gratuit avec Kobo Plus

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData
... En savoir plus
The AI Engineering Guide: Practical Foundations for Building, Deploying, and Scaling Artificial Intelligence—From Foundation Models to Real-World Projects

par Mark T ...

Master the art of AI engineering with precision and depth.AI Engineering Guide by Mark P. of CogniScript delivers a comprehensive, jargon-free blueprint for building, scaling, and deploying robust AI systems in real-world environments.Inside, you'll find advanced strategies, practical workflows, and expert insights to optimize data pipelines, select and fine-tune models, architect automation, and ... En savoir plus

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Master the art of AI engineering with precision and depth.AI Engineering Guide by Mark P. of CogniScript delivers a comprehensive, jargon-free blueprint for building, scaling, and deploying robust AI systems in real-world environments.Inside, you'll find advanced strategies, practical workflows, and expert insights to optimize data pipelines, select and fine-tune models, architect automation, and
... En savoir plus
Essential TypeScript

From Beginner to Pro

par Adam Freeman ...

Collections series Professional and Applied Computing (R0)
Work with Typescript and get the most from this versatile open source language. Author Adam Freeman begins this book by describing Typescript and the benefits it offers, and goes on to show you how to use TypeScript in realistic scenarios, going in-depth to give you the knowledge you need.Starting from the nuts-and-bolts and building up to the most advanced and sophisticated features, you will ... En savoir plus

$68.79 CAD

Work with Typescript and get the most from this versatile open source language. Author Adam Freeman begins this book by describing Typescript and the benefits it offers, and goes on to show you how to use TypeScript in realistic scenarios, going in-depth to give you the knowledge you need.Starting from the nuts-and-bolts and building up to the most advanced and sophisticated features, you will
... En savoir plus
Learn React Hooks

Build and refactor modern React.js applications using Hooks

par Daniel Bugl ...

Create large-scale web applications with code that is extensible and easy to understand using React HooksKey FeaturesExplore effective strategies for migrating your state management from Redux and MobX to React HooksIntegrate Hooks with React features such as Context and Suspense to add advanced functionality to your web appsCreate complex applications by combining multiple hooksBook ... En savoir plus

$37.59 CAD ou Gratuit avec Kobo Plus

Create large-scale web applications with code that is extensible and easy to understand using React HooksKey FeaturesExplore effective strategies for migrating your state management from Redux and MobX to React HooksIntegrate Hooks with React features such as Context and Suspense to add advanced functionality to your web appsCreate complex applications by combining multiple hooksBook
... En savoir plus
Towards User-Centric Transport in Europe 3

Making Digital Mobility Inclusive and Accessible

Modifié par Imre Keseru, Annette Randhahn ...

Collections series Lecture Notes in Mobility
This book gathers contributions to the EU-funded Horizon 2020 project INDIMO (Inclusive Digital Mobility Solutions), its sister projects DIGNITY (Digital Transport in and for Society) and TRIPS (Transport Innovation for Persons with Disabilities Needs Satisfaction), which have been focusing on making transport systems inclusive and accessible for all. Digitalization has enabled the emergence and ... En savoir plus

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This book gathers contributions to the EU-funded Horizon 2020 project INDIMO (Inclusive Digital Mobility Solutions), its sister projects DIGNITY (Digital Transport in and for Society) and TRIPS (Transport Innovation for Persons with Disabilities Needs Satisfaction), which have been focusing on making transport systems inclusive and accessible for all. Digitalization has enabled the emergence and
... En savoir plus
Artificial Intelligence for Stock Traders

par Jeffery William Long ...

Artificial Intelligence for Stock Traders: How XGPT is Changing the GameChapter 1. Introduction to XGTP and Stock TradingIn this chapter, we will introduce you to the exciting world of XGPT artificial intelligence stock trading and explore how it is revolutionizing the game. Whether you are a seasoned trader looking to enhance your strategies or a beginner eager to learn more about the power of AI ... En savoir plus

$27.99 CAD ou Gratuit avec Kobo Plus

Artificial Intelligence for Stock Traders: How XGPT is Changing the GameChapter 1. Introduction to XGTP and Stock TradingIn this chapter, we will introduce you to the exciting world of XGPT artificial intelligence stock trading and explore how it is revolutionizing the game. Whether you are a seasoned trader looking to enhance your strategies or a beginner eager to learn more about the power of AI
... En savoir plus
Applications of Cognitive Computing Systems and IBM Watson

8th IBM Collaborative Academia Research Exchange

Modifié par Aaditya Telang, Danish Contractor ...

Collections series Computer Science (R0)
This book presents reports and methods that demonstrate the ease with which cognitive applications can be built using IBM Watson application program interfaces (APIs). It includes application reports from two IBM Watson API-based competitions – Hackathon (24 hours) and a Challenge task (~3 months). It also features a selection of papers presented at I-CARE 2016, the IBM Collaborative Academia ... En savoir plus

$103.19 CAD

This book presents reports and methods that demonstrate the ease with which cognitive applications can be built using IBM Watson application program interfaces (APIs). It includes application reports from two IBM Watson API-based competitions – Hackathon (24 hours) and a Challenge task (~3 months). It also features a selection of papers presented at I-CARE 2016, the IBM Collaborative Academia
... En savoir plus
Learn Rails 5.2

Accelerated Web Development with Ruby on Rails

par Stefan Wintermeyer ...

Collections series Professional and Applied Computing (R0)
Learn to build Rails-based web applications using all the latest features offered in Rails 5.2. Author Stefan Wintermeyer begins by teaching the basics of Ruby 2.5 before proceeding through all aspects of Rails, utilizing clean, succinct examples – rather than a single large application.This book covers topics including Active Storage, Credentials, Active Record, Scaffolding, REST, Routing, ... En savoir plus

$75.99 CAD

Learn to build Rails-based web applications using all the latest features offered in Rails 5.2. Author Stefan Wintermeyer begins by teaching the basics of Ruby 2.5 before proceeding through all aspects of Rails, utilizing clean, succinct examples – rather than a single large application.This book covers topics including Active Storage, Credentials, Active Record, Scaffolding, REST, Routing,
... En savoir plus
Systems Engineering with Economics, Probability & Statistics

par C. Jotin Khisty, Jamshid Mohammadi, Adjo Amekudzi ...

This extensively revised comprehensive textbook, covering a wide range of topics, is suitable for courses at the graduate and undergraduate levels, each with a different emphasis. There is more than enough material to cover two semesters of an undergraduate course, as well as a one semester graduate course. The pedagogy provides enough flexibility for an instructor to teach the topics in systems ... En savoir plus

$63.99 CAD

This extensively revised comprehensive textbook, covering a wide range of topics, is suitable for courses at the graduate and undergraduate levels, each with a different emphasis. There is more than enough material to cover two semesters of an undergraduate course, as well as a one semester graduate course. The pedagogy provides enough flexibility for an instructor to teach the topics in systems
... En savoir plus
Informatics in Schools. Beyond Bits and Bytes: Nurturing Informatics Intelligence in Education

16th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2023, Lausanne, Switzerland, October 23–25, 2023, Proceedings

Modifié par Jean-Philippe Pellet, Gabriel Parriaux ...

Collections series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 16th International Conference on Informatics in Schools: Situation, Evolution and Perspectives, ISSEP 2023, held in Lausanne, Switzerland, during October 23–25, 2023.The 14 full papers presented in this book were carefully reviewed and selected from 47 submissions. They are organized in four topical sections named: artificial intelligence and its ... En savoir plus

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This book constitutes the proceedings of the 16th International Conference on Informatics in Schools: Situation, Evolution and Perspectives, ISSEP 2023, held in Lausanne, Switzerland, during October 23–25, 2023.The 14 full papers presented in this book were carefully reviewed and selected from 47 submissions. They are organized in four topical sections named: artificial intelligence and its
... En savoir plus
Remote Usability Testing

Actionable insights in user behavior across geographies and time zones

par Inge De Bleecker, Rebecca Okoroji ...

Gain actionable insights from qualitative remote studies to improve user experienceKey FeaturesUnderstand the different usability testing methodologies and their strengths and weaknessesMaster the execution of remote studiesLearn how to analyze and present study resultsBook DescriptionUsability testing is a subdiscipline of User Experience. Its goal is to ensure that a given product is easy to use ... En savoir plus

$28.79 CAD ou Gratuit avec Kobo Plus

Gain actionable insights from qualitative remote studies to improve user experienceKey FeaturesUnderstand the different usability testing methodologies and their strengths and weaknessesMaster the execution of remote studiesLearn how to analyze and present study resultsBook DescriptionUsability testing is a subdiscipline of User Experience. Its goal is to ensure that a given product is easy to use
... En savoir plus
High-Performance Modelling and Simulation for Big Data Applications

Selected Results of the COST Action IC1406 cHiPSet

Modifié par Joanna Kołodziej, Horacio González-Vélez ...

Collections Livre 11400 - Lecture Notes in Computer Science
This open access book was prepared as a Final Publication of the COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)“ project.Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and ... En savoir plus

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This open access book was prepared as a Final Publication of the COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)“ project.Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and
... En savoir plus
Foundations of Programming Languages

par Kent D. Lee ...

Collections series Computer Science (R0)
This clearly written textbook introduces the reader to the three styles of programming, examining object-oriented/imperative, functional, and logic programming. The focus of the text moves from highly prescriptive languages to very descriptive languages, demonstrating the many and varied ways in which we can think about programming. Designed for interactive learning both inside and outside of the ... En savoir plus

$58.09 CAD

This clearly written textbook introduces the reader to the three styles of programming, examining object-oriented/imperative, functional, and logic programming. The focus of the text moves from highly prescriptive languages to very descriptive languages, demonstrating the many and varied ways in which we can think about programming. Designed for interactive learning both inside and outside of the
... En savoir plus

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