![Signal Processing and Machine Learning with Applications]( "Signal Processing and Machine Learning with Applications")
Textbook
Paul, S. (2021)
Signal processing captures, interprets, describes and manipulates physical phenomena. Mathematics, statistics, probability, and stochastic processes are among the signal …
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![Digitalisierung und Künstliche Intelligenz in der Produktion]( "Digitalisierung und Künstliche Intelligenz in der Produktion")
Textbook
Mockenhaupt, A. (2021)
Dieses Lehrbuch beschreibt Grundlagen sowie die Umsetzung der Digitalisierung & Künstlichen Intelligenz (KI) mit Fokus auf industrielle Anwendungen, außerhalb der reinen IT und …
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![Grundkurs Künstliche Intelligenz]( "Grundkurs Künstliche Intelligenz")
Textbook
Ertel, W. (2021)
In diesem Buch werden alle Teilgebiete der KI kompakt, leicht verständlich und anwendungsbezogen vorgestellt. Der Autor kennt das Gebiet nicht nur bestens aus Forschung und …
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![An Intuitive Exploration of Artificial Intelligence]( "An Intuitive Exploration of Artificial Intelligence")
Textbook
Dube, S. (2021)
This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to …
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![Robotics, AI, and Humanity]( "Robotics, AI, and Humanity")
Textbook
von Braun, J. (Ed), S. Archer, M. (Ed), Reichberg, G. M. (Ed), Sánchez Sorondo, M. (Ed) (2021)
This open access book examines recent advances in how artificial intelligence (AI) and robotics have elicited widespread debate over their benefits and drawbacks for humanity. The …
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![Statistical Learning with Math and Python]( "Statistical Learning with Math and Python")
Textbook
Suzuki, J. (2021)
The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the …
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![Probabilistic Graphical Models]( "Probabilistic Graphical Models")
Textbook
Sucar, L. E. (2021)
This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering …
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![Quantum Finance]( "Quantum Finance")
Textbook
Lee, R. S. T. (2020)
With the exponential growth of program trading in the global financial industry, quantum finance and its underlying technologies have become one of the hottest topics in the …
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![Learning to Play]( "Learning to Play")
Textbook
Plaat, A. (2020)
In this textbook the author takes as inspiration recent breakthroughs in game playing to explain how and why deep reinforcement learning works. In particular he shows why …
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![Statistical Learning with Math and R]( "Statistical Learning with Math and R")
Textbook
Suzuki, J. (2020)
The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the …
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eBook
![Reasoning Web. Declarative Artificial Intelligence]( "Reasoning Web. Declarative Artificial Intelligence")
Textbook
Manna, M. (Ed), Pieris, A. (Ed) (2020)
This volume contains 8 lecture notes of the 16th Reasoning Web Summer School (RW 2020), held in Oslo, Norway, in June 2020. The Reasoning Web series of annual summer schools has …
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![Computers, People, and Thought]( "Computers, People, and Thought")
Textbook
Eaton, M. (2020)
In this book the author discusses synergies between computers and thought, related to the field of Artificial Intelligence; between people and thought, leading to questions of …
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![The Web of Data]( "The Web of Data")
Textbook
Hogan, A. (2020)
This book’s main goals are to bring together in a concise way all the methodologies, standards and recommendations related to Data, Queries, Links, Semantics, Validation and other …
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![Visual Analytics for Data Scientists]( "Visual Analytics for Data Scientists")
Textbook
Andrienko, N., Andrienko, G., Fuchs, G., Slingsby, A., Turkay, C., Wrobel, S. (2020)
This textbook presents the main principles of visual analytics and describes techniques and approaches that have proven their utility and can be readily reproduced. Special …
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![Robot Adventures in Python and C]( "Robot Adventures in Python and C")
Textbook
Bräunl, T. (2020)
In this book the author stresses software as the most important topic in modern robotics. In particular the book concentrates on software for mobile robots, and the author …
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![Data Science Concepts and Techniques with Applications]( "Data Science Concepts and Techniques with Applications")
Textbook
Qamar, U., Raza, M. S. (2020)
This book comprehensively covers the topic of data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other …
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![Fundamentals of Artificial Intelligence]( "Fundamentals of Artificial Intelligence")
Textbook
Chowdhary, K. (2020)
Fundamentals of Artificial Intelligence introduces the foundations of present day AI and provides coverage to recent developments in AI such as Constraint Satisfaction Problems, …
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![Semantics]( "Semantics")
Textbook
Kornai, A. (2020)
The focus of this textbook is the meaning of linguistic expressions, typically full sentences and longer texts. The author describes the conceptual and formal tools required for …
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![Image Texture Analysis]( "Image Texture Analysis")
Textbook
Hung, C., Song, E., Lan, Y. (2019)
This useful textbook/reference presents an accessible primer on the fundamentals of image texture analysis, as well as an introduction to the K-views model for extracting and …
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![Broad Learning Through Fusions]( "Broad Learning Through Fusions")
Textbook
Zhang, J., Yu, P. S. (2019)
This book offers a clear and comprehensive introduction to broad learning, one of the novel learning problems studied in data mining and machine learning. Broad learning aims at …
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