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Applications of Machine Learning and Deep Learning on Biological Data

Applications of Machine Learning and Deep Learning on Biological Data
Applications of Machine Learning and Deep Learning on Biological Data
English | 2023 | ISBN: 1032214376 | 211 Pages | PDF (True) | 7 MB
The automated learning of machines characterizes machine learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to obtain biological data. It involves the collection, retrieval, storage, manipulation, and modeling of data for analysis or prediction made using customized software. Previously, comprehensive programming of bioinformatical algorithms was an extremely laborious task for such applications as predicting protein structures. Now, algorithms using ML and deep learning (DL) have increased the speed and efficacy of programming such algorithms.

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Applications in Reliability and Statistical Computing

Applications in Reliability and Statistical Computing
Applications in Reliability and Statistical Computing
English | 2023 | ISBN: 3031212312 | 521 Pages | PDF EPUB (True) | 42 MB
This book discusses practical applications of reliability and statistical methods and techniques in various disciplines, using machine learning, artificial intelligence, optimization, and other computation methods. Bringing together research from international experts, each chapter aims to cover both methods and practical aspects on reliability or statistical computations with emphasis on applications.

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Anti-Racist Practice in the Early Years

Anti-Racist Practice in the Early Years
Anti-Racist Practice in the Early Years: A Holistic Framework for the Wellbeing of All Children
English | 2023 | ISBN: 1032162651 | 151 Pages | PDF (True) | 10 MB
Are all children treated equally in your class? Are you aware if you are displaying unconscious bias? How might this be playing out in your setting? These conversations need to take place if we are ever to shift systemic racism, for the wellbeing of all children in the early years and beyond.

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Anthropological History of Andean Polities

Anthropological History of Andean Polities
Anthropological History of Andean Polities By John Murra
2009 | 396 Pages | ISBN: 0521105390 | PDF | 7 MB
This collection of essays by scholars from the Andes, Europe and the United States was originally published in the French journal Annales as a special double issue entitled The Historical Anthropology of Andean Societies. It combines the perspectives of archaeology, anthropology and history to present a complex view of Andean societies over various millenia. The unique features of the Andean landscape, the impact of the Inka state on different regions and ethnic groups, the transformations wrought through the colonial presence and the creation of nineteenth-century republics are all analysed, as are the profound continuities in some aspects of Andean culture and social organisation to the present day. The book reflects some of the most innovative research that occurred in the 1970s and 80s. Apart from its substantive interest for students of the Andes and American civilisations in general, it shows the possibility of closer collaboration between history and anthropology.

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