Designed for researchers and graduate students in machine learning, this book introduces the theory of variational Bayesian learning, a popular machine learning method, and suggests how to make use of it in practice… Meer
Alan Turing made a seminal contribution to various fields. Here, original essays bring new thinking to a range of Turing's ideas and demonstrate their relevance to modern research. It will provoke and engross the reader interested in the lasting significance of one of the twentieth century's deepest… Meer
Written for the Cambridge OCR A/AS Level Computer Science specifications for first teaching from 2015, this print student book helps students build their knowledge and master underlying computing principles and concepts… Meer
A practical introduction to setting up and conducting environmental research projects, with advice on how to effectively read scientific papers, develop research questions, analyze data, and write persuasive research proposals… Meer
This new edition of Wilde's popular book promises over 100 pages of new material, exercises and references. New attention is given to the derivation of the Choi–Kraus theorem for quantum channels, the CHSH game, quantum relative entropy, and sequential decoding… Meer
A theory-practice focused text that teaches fundamentals of database management, design, modeling, Big Data, analytics, and more. Real-world examples, query walkthroughs, illustrations and case studies, make this perfect for introductory courses for advanced undergraduates or graduate students in… Meer
Using examples from practical transceiver design, this 2006 book describes the fundamental theory and practical aspects of using ASP, and ISP, to improve the performance of receivers in communication systems… Meer
Humberto Barreto gives professors a simple way to teach macroeconomic models and incorporate data into their courses using Microsoft Excel® with free files and videos linked to the book. The files can be used by students with any textbook, and the short narrated videos walk the student through each… Meer
This workbook teaches students how to use the popular SPSS statistical software program to assess causal relationships using real political science data. It parallels the main Kellstedt and Whitten text, which allows students to apply the lessons and techniques they learn in each chapter in a… Meer
P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and… Meer
This book explores how trademark and free speech rights can conflict and proposes speech-protective reforms of trademark law. It also explains why granting trademark rights in informational terms, widely used phrases, and decorative product features with substantial pre-existing communicative value… Meer
This book is aimed towards both undergraduate and graduate courses in computer science on the design and analysis of algorithms for data. The material in this book will provide students with the mathematical background they need for further study and research in machine learning, data mining, and… Meer
Sentiment analysis is the computational study of people's opinions, emotions, and attitudes. This comprehensive introduction covers all core areas useful for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences… Meer
Designed for a new generation of biologists, this textbook teaches modern computational statistics by using R/Bioconductor to analyze experimental data from high-throughput technologies. The presentation minimizes mathematical notation and emphasizes inductive understanding from well-chosen… Meer
This is a guide for data scientists who want to use feature engineering to improve the performance of their machine learning solutions. The book provides a unified view of the field, beginning with basic concepts and techniques, followed by a cross-domain approach to advanced topics, like texts and… Meer
Category theory reveals commonalities between structures of all sorts. This self-contained tour of applied category theory shows its potential in science, engineering, and beyond. Each chapter discusses a real-world application using category-theoretic tools, all of which are introduced in an… Meer
Why do stock and housing markets sometimes experience amazing booms followed by massive busts and why is this happening more and more frequently? Boom and Bust reveals why bubbles happen, and why some bubbles have catastrophic economic, social and political consequences, whilst others have actually… Meer
This lively undergraduate combinatorics text covers all essential topics, with few prerequisites. Mini-projects, warm-up problems, and 1200+ exercises encourage active student participation. Students will get a glimpse into current research trends and open problems as well as some of the history and… Meer
How do we know that development aid is reaching those who need it most? The answer is increasingly data. This book cracks open high-level debates over indicators and data, showing the political and economic forces that shape what gets measured and how in HIV finance. Meer
Decision-making in the face of uncertainty is a challenge in machine learning, and the multi-armed bandit model is a common framework to address it. This comprehensive introduction is an excellent reference for established researchers and a resource for graduate students interested in exploring… Meer
Een AI-book is niet een boek dat geschreven is door AI maar een boek dat verrijkt is met AI. Het maakt de inhoud van een boek interactief via WhatsApp, zodat je ermee kunt chatten. Zie het als een razend slimme assistent die het boek perfect begrijpt en er alles uit onthouden heeft. Jij kunt deze assistent alles vragen. Vraag bijvoorbeeld hoe je iets kunt toepassen op jouw persoonlijke situatie, om een korte samenvatting, of wat de belangrijkste inzichten zijn. AI-books zijn alleen te gebruiken via WhatsApp, je hoeft er geen aparte app voor te installeren.
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