User experience (UX) design practices have seen a fundamental shift as more and more software products incorporate machine learning (ML) components and artificial intelligence (AI) algorithms at their core. This book will probe into UX design's role in making technologies inclusive and enabling user collaboration with AI. AI/ML-based systems have changed the way of traditional UX design.

Instead of programming a method to do a specific action, creators of these systems provide data and nurtur...

A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.

Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical an...

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these al...

Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. Whether you are brand new to data science or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations.

This book is ideal for business users, data analysts, business analysts, engineers, and analytics professionals and for anyone who works with data. You’ll be able to: Gain the necessary knowledge of different data science techniques to extract value from data. Master the concepts and inner workings of 30 commonly used powerful data science algorith...

Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data. Key FeaturesBuild state-of-the-art algorithms that can solve your business' problemsLearn how to find hidden patterns in your dataRevise key concepts with hands-on exercises using real-world datasetsBook DescriptionStarting with the basics, Applied Unsupervised Learning with R explains clustering methods, distribution analysis, data encoders, and features of R that enable you to unders...

AI is hot, en het lijkt er niet op dat de opwinding en de onrust snel minder zullen worden. De nieuwste prestaties zullen nog verbluffender zijn dan die we al hebben gezien. Er is enthousiasme over de mogelijkheden die AI biedt bij het genezen van ziekten, het voorspellen van rampen en het makkelijker maken van het leven. En over het denkvermogen ervan. Tegelijk is er ook de angst dat AI slimmer zal worden dan wij, onze banen zal inpikken, ons leven zal beheersen of zelfs de hele mensheid vol...

Technologie is niet meer weg te denken uit ons leven en de impact zal de komende jaren alleen maar toenemen. Moeten we ons hier zorgen over maken? Neen, want als we deze innovaties op de juiste manier gebruiken, zullen ze ons alleen maar ten goede komen.

Wat meer is, Vlaanderen bevindt zich in het middelpunt van deze evolutie. Onze regio is wereldtop op het gebied van wetenschappelijke innovatie en daar mogen we zeker trots op zijn.

Dit boek duikt in de wonderlijke techwereld van eigen bode...

De EU AI Act stelt nieuwe eisen aan iedereen die met kunstmatige intelligentie werkt. Maar wat betekent het om AI-geletterd te zijn? Dit boek neemt je op een toegankelijke en praktische manier mee langs de belangrijkste kennis en vaardigheden die je nodig hebt.

Met heldere uitleg, concrete voorbeelden en interactieve oefeningen leer je stap voor stap hoe AI werkt, waar je op moet letten bij het gebruik ervan en hoe je verantwoord omgaat met AI-systemen. Geen droge theorie, maar een speelse en...

The fourth edition of this best-selling guide to Prolog and Artificial Intelligence has been updated to include key developments in the field while retaining its lucid approach to these topics. New and extended topics include Constraint Logic Programming, abductive reasoning and partial order planning. Divided into two parts, the first part of the book introduces the programming language Prolog, while the second part teaches Artificial Intelligence using Prolog as a tool for the implementatio...