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...

Er wordt op dit moment veel gesproken over Artificiële Intelligentie (AI). Dat is ook niet zo gek, want de mogelijkheden met AI en machine learning zijn eindeloos, ook voor creatief werk. Je kunt videobeelden zoeken en monteren alsof je een tekst wijzigt in Word, illustraties genereren, alternatieve krantenkoppen bedenken of automatisch transcripties maken van tientallen geluidsopnames tegelijk. AI biedt een wereld aan mogelijkheden, maar je moet er soms ook voor uitkijken.

The Art of AI is ...

Machine-learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumour is cancerous, or deciding whether someone gets bail. They now influence discoveries in chemistry, biology and physics - the study of genomes, extra-solar planets, even the intricacies of quantum systems.

We are living through a revolution in artificial intelligence that is not slowing down. This major shift is based on simple mathematics, some of which goes back centuries...

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 oper...

Thelong-anticipated revision of ArtificialIntelligence: A Modern Approach explores the full breadth and depth of the field of artificialintelligence (AI). The 4th Edition brings readers up to date on the latest technologies,presents concepts in a more unified manner, and offers new or expanded coverageof machine learning, deep learning, transfer learning, multi agent systems,robotics, natural language processing, causality, probabilistic programming,privacy, fairness, and safe AI.

‘Ray Kurzweil is the best person I know at predicting the future of artificial intelligence’ BILL GATES

By the end of this decade, AI will exceed human levels of intelligence. During the 2030s, it will become ‘superintelligent’, vastly outstripping our capabilities by almost every measure and enabling dramatic new interventions in our bodies. By 2045, we will be able to connect our brains directly with AI, enhancing our intelligence a millionfold and expanding our consciousness in way...

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...

A Fortune magazine journalist draws on his expertise and extensive contacts among the companies and scientists at the forefront of artificial intelligence to offer dramatic predictions of AI's impact over the next decade, from reshaping our economy and the way we work, learn, and create to unknitting our social fabric, jeopardizing our democracy, and fundamentally altering the way we think.

Within the next five years, Jeremy Kahn predicts, AI will disrupt almost every industry and enterprise,...

Het antwoordenboek voor Werkwoordspelling Leer- en oefenboeken delen 1, 2 en 3 van groep 6.