Master the art of mathematical modeling through practical examples, use cases, and machine learning techniques. Key Features Gain a profound understanding of various mathematical models that can be integrated with machine learning. Learn how to implement optimization algorithms to tune machine learning models. Build optimal solutions for practical...
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This handbook gathers together the state of the art on mathematical models and algorithms for imaging and vision. Its emphasis lies on rigorous mathematical methods, which represent the optimal solutions to a class of imaging and vision problems, and on effective algorithms, which are necessary for the methods...
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by Ian Stewart A new partnership of biologists and mathematicians is picking apart the hidden complexity of animals and plants to throw fresh light on the behaviour of entire organisms, how they interact and how changes in biological diversity affect the planet’s ecological balance. Mathematics offers new and...
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by Stanislas Dehaene Our understanding of how the human brain performs mathematical calculations is far from complete, but in recent years there have been many exciting breakthroughs by scientists all over the world. Now, in The Number Sense, Stanislas Dehaene offers a fascinating look at this recent research, in...
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by Emma Previato Despite the seemingly close connections between mathematics and other scientific and engineering fields, practical explanations intelligible to those who are not primarily mathematicians are even more difficult to find. The Dictionary of Applied Mathematics for Engineers and Scientists fills that void. It contains authoritative yet...
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English | 2023 | ISBN: 978-0367569129 | 339 pages | True PDF | 42.06 MB Machine Learning (ML) is a sub field of artificial intelligence that uses soft computing and algorithms to enable computers to learn on their own and identify patterns in observed data, build models...
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English | 2023 | ISBN: 9811988277 | 177 pages | True PDF EPUB | 37.25 MB This book aims at improving the mathematical modelling skills of users by enhancing the ability to understand, connect, apply and use the mathematical concepts to the problem at hand. This book provides...
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English | 2017 | ISBN: 1508171440 | 112 Pages | EPUB | 28 MB One of the elite scholars in Baghdad’s prestigious House of Wisdom, al-Khwarizmi is best remembered for his famous work Al-Jabr wa al-Muqabala, the text that defined the branch of mathematics known as algebra. He...
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English | PDF | 1998 | 296 Pages | ISBN : 0387982566 | 28.86 MB This book describes the contemporary state of the theory and some numerical aspects of inverse problems in partial differential equations. The topic is of sub stantial and growing interest for many scientists and...
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