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Machine Learning for Neuroscience A Systematic Approach

Machine Learning for Neuroscience A Systematic Approach

This book addresses the growing need for machine learning and data mining in neuroscience. The book offers a basic overview of the neuroscience machine learning and the required math and programming necessary to develop reliable working models. The material is presented in a easy to follow user-friendly manner and is replete with fully working machine learning code. Machine Learning for Neuroscience: A Systematic Approach tackles the needs of neuroscience researchers and practitioners that have very little training relevant to machine learning. The first section of the book provides an overview of necessary topics in order to delve into machine learning including basic linear algebra and Python programming. The second section provides an overview of neuroscience and is directed to the computer science oriented readers. The section covers neuroanatomy and physiology cellular neuroscience neurological disorders and computational neuroscience. The third section of the book then delves into how to apply machine learning and data mining to neuroscience and provides coverage of artificial neural networks (ANN) clustering and anomaly detection. The book contains fully working code examples with downloadable working code. It also contains lab assignments and quizzes making it appropriate for use as a textbook. The primary audience is neuroscience researchers who need to delve into machine learning programmers assigned neuroscience related machine learning projects and students studying methods in computational neuroscience. | Machine Learning for Neuroscience A Systematic Approach

GBP 82.99
1

Statistical Machine Learning A Unified Framework

Statistical Machine Learning A Unified Framework

The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of improved methods for designing analyzing evaluating and communicating machine learning technologies. Statistical Machine Learning: A Unified Framework provides students engineers and scientists with tools from mathematical statistics and nonlinear optimization theory to become experts in the field of machine learning. In particular the material in this text directly supports the mathematical analysis and design of old new and not-yet-invented nonlinear high-dimensional machine learning algorithms. Features: Unified empirical risk minimization framework supports rigorous mathematical analyses of widely used supervised unsupervised and reinforcement machine learning algorithms Matrix calculus methods for supporting machine learning analysis and design applications Explicit conditions for ensuring convergence of adaptive batch minibatch MCEM and MCMC learning algorithms that minimize both unimodal and multimodal objective functions Explicit conditions for characterizing asymptotic properties of M-estimators and model selection criteria such as AIC and BIC in the presence of possible model misspecification This advanced text is suitable for graduate students or highly motivated undergraduate students in statistics computer science electrical engineering and applied mathematics. The text is self-contained and only assumes knowledge of lower-division linear algebra and upper-division probability theory. Students professional engineers and multidisciplinary scientists possessing these minimal prerequisites will find this text challenging yet accessible. About the Author: Richard M. Golden (Ph. D. M. S. E. E. B. S. E. E. ) is Professor of Cognitive Science and Participating Faculty Member in Electrical Engineering at the University of Texas at Dallas. Dr. Golden has published articles and given talks at scientific conferences on a wide range of topics in the fields of both statistics and machine learning over the past three decades. His long-term research interests include identifying conditions for the convergence of deterministic and stochastic machine learning algorithms and investigating estimation and inference in the presence of possibly misspecified probability models. | Statistical Machine Learning A Unified Framework

GBP 99.99
1

Marketing Analytics A Machine Learning Approach

Marketing Analytics A Machine Learning Approach

With businesses becoming ever more competitive marketing strategies need to be more precise and performance oriented. Companies are investing considerably in analytical infrastructure for marketing. This new volume Marketing Analytics: A Machine Learning Approach enlightens readers on the application of analytics in marketing and the process of analytics providing a foundation on the concepts and algorithms of machine learning and statistics. The book simplifies analytics for businesses and explains its uses in different aspects of marketing in a way that even marketers with no prior analytics experience will find it easy to follow giving them to tools to make better business decisions. This volume gives a comprehensive overview of marketing analytics incorporating machine learning methods of data analysis that automates analytical model building. The volume covers the important aspects of marketing analytics including segmentation and targeting analysis statistics for marketing marketing metrics consumer buying behavior neuromarketing techniques for consumer analytics new product development forecasting sales and price web and social media analytics and much more. This well-organized and straight-forward volume will be valuable for marketers managers decision makers and research scholars and faculty in business marketing and information technology and would also be suitable for classroom use. | Marketing Analytics A Machine Learning Approach

GBP 124.00
1

The Writing Machine A History of the Typewriter

The Writing Machine A History of the Typewriter

First Published in 1973 The Writing Machine presents a comprehensive history of the typewriter. Michael Adler not only investigated the history of the machine but also started collecting typewriters because of the difficulty of discovering what these old machines looked like. Then he found there were other collectors all over the world who supplied him with such a wealth of data that he had eventually to limit the scope of his ‘history’. There are hundreds and hundreds of makes and models of ‘conventional’ front-stroke type bar machines with four-row keyboards but they were virtually all the same. It is the unconventional ones that are interesting and it is on these that the author concentrates. The book is amusing as well as informative and it ends with a complete catalogue of ‘unconventional’ typewriters manufactured up to the 1930s when the ‘conventional’ machine had become universal. This book is a must read for anyone interested to learn about the writing machine. | The Writing Machine A History of the Typewriter

GBP 105.00
1

A First Course in Machine Learning

A First Course in Machine Learning

A First Course in Machine Learning by Simon Rogers and Mark Girolami is the best introductory book for ML currently available. It combines rigor and precision with accessibility starts from a detailed explanation of the basic foundations of Bayesian analysis in the simplest of settings and goes all the way to the frontiers of the subject such as infinite mixture models GPs and MCMC. —Devdatt Dubhashi Professor Department of Computer Science and Engineering Chalmers University Sweden This textbook manages to be easier to read than other comparable books in the subject while retaining all the rigorous treatment needed. The new chapters put it at the forefront of the field by covering topics that have become mainstream in machine learning over the last decade. —Daniel Barbara George Mason University Fairfax Virginia USA The new edition of A First Course in Machine Learning by Rogers and Girolami is an excellent introduction to the use of statistical methods in machine learning. The book introduces concepts such as mathematical modeling inference and prediction providing ‘just in time’ the essential background on linear algebra calculus and probability theory that the reader needs to understand these concepts. —Daniel Ortiz-Arroyo Associate Professor Aalborg University Esbjerg Denmark I was impressed by how closely the material aligns with the needs of an introductory course on machine learning which is its greatest strength…Overall this is a pragmatic and helpful book which is well-aligned to the needs of an introductory course and one that I will be looking at for my own students in coming months. —David Clifton University of Oxford UK The first edition of this book was already an excellent introductory text on machine learning for an advanced undergraduate or taught masters level course or indeed for anybody who wants to learn about an interesting and important field of computer science. The additional chapters of advanced material on Gaussian process MCMC and mixture modeling provide an ideal basis for practical projects without disturbing the very clear and readable exposition of the basics contained in the first part of the book. —Gavin Cawley Senior Lecturer School of Computing Sciences University of East Anglia UK This book could be used for junior/senior undergraduate students or first-year graduate students as well as individuals who want to explore the field of machine learning…The book introduces not only the concepts but the underlying ideas on algorithm implementation from a critical thinking perspective. —Guangzhi Qu Oakland University Rochester Michigan USA

GBP 39.99
1

The Handbook of Human-Machine Interaction A Human-Centered Design Approach

The Handbook of Human-Machine Interaction A Human-Centered Design Approach

The Handbook of Human-Machine Interaction features 20 original chapters and a conclusion focusing on human-machine interaction (HMI) from analysis design and evaluation perspectives. It offers a comprehensive range of principles methods techniques and tools to provide the reader with a clear knowledge of the current academic and industry practice and debate that define the field. The text considers physical cognitive social and emotional aspects and is illustrated by key application domains such as aerospace automotive medicine and defence. Above all this volume is designed as a research guide that will both inform readers on the basics of human-machine interaction from academic and industrial perspectives and also provide a view ahead at the means through which human-centered designers including engineers and human factors specialists will attempt to design and develop human-machine systems. | The Handbook of Human-Machine Interaction A Human-Centered Design Approach

GBP 52.99
1

ActiveCare Washing Machine NM11 1045 WC A

ActiveCare Washing Machine NM11 1045 WC A

For an exceptional stain-busting, intuitive laundry solution that protects and cares for your clothes, the Hotpoint ActiveCare NM11 1045 WC A Washing Machine delivers an incredible A+++ (-20%) energy rating, 10kg capacity, 1400rpm spin speed and wealth of programs to simplify your life. Best-in-class for stain removal, our innovative ActiveCare technology takes care of your clothes by removing more than 100 stains at just 20C, so you can wear your favourite clothes time and time again. Maintain hygiene and freshness in the most natural way with the steam pack. The steam hygiene and steam refresh cycles provide the ultimate care and protection for keeping your laundry fresh and perfectly clean. Steam refresh provides a dedicated cycle to freshen clothes without the need for a full wash. The cycle takes just 20 minutes with steam penetrating deep into fabrics, making them slightly damp, reducing creases for easier ironing. The steam hygiene cycle injects steam directly into the drum at the end of washing cycle, removing up to 99.9% of the most common bacteria without the use of chemical additives, always respecting the environment. Dropped an item on the way to the washing machine? With Hotpoint Stop & Add you can add laundry to the wash cycle during the first few minutes of the cycle without compromising on wash performance. You can also choose either to speed up the cycle or save energy thanks to the Rapid Eco option. With the Rapid option, the wash duration is reduced by up to 50%, without compromising on washing results. With the Eco option, the washing machine reduces energy consumption by up to 20%, making it gentle on your pocket. Keep your laundry soft and help to reduce creasing with Final Care, this option will activate a special tumbling action for up to 6 hours after the end of the cycle. Easy operated through the large LED display, the Hotpoint ActiveCare NM11 1045 WC A Washing Machine gives you more time back for the things you love.

GBP 0.00
1

Human-Machine Interaction and IoT Applications for a Smarter World

Human-Machine Interaction and IoT Applications for a Smarter World

Human-Machine Interaction and IoT Applications for a Smarter World explores the futuristic trends at the cutting edge of study and research on Human-Machine Interaction (HMI) which is also known as Human-Computer Interface (HCI) and the Internet of Things (IoT) by featuring applications in a proficient adaptable and manageable way. It covers the mainstays of the IoT world through a thorough description of the present advancements systems and structures. This book: Discusses algorithms and design methodologies for the implementation of HMI based IoT systems. Covers real-time utility of IoT-based devices and systems. Provides human-machine interactive technologies and smart applications using IoT. Covers cyber-physical systems and IoT in HMI using a blend of theoretical knowledge with a practical approach. It also covers important concepts including smart grid and energy consumption monitoring smart vehicular and transportation systems smart home automation automatic identification systems supervisory control and data acquisition systems designing and integrating heterogeneous Human-Machine interactions virtual and augmented reality natural language processing computer vision and automatic speech recognition. This text will be useful for senior undergraduate graduate students and academic researchers in areas including electrical electronics and communications engineering as well as computer science.

GBP 130.00
1

Machine Learning for Managers

Machine Learning for Managers

Machine learning can help managers make better predictions automate complex tasks and improve business operations. Managers who are familiar with machine learning are better placed to navigate the increasingly digital world we live in. There is a view that machine learning is a highly technical subject that can only be understood by specialists. However many of the ideas that underpin machine learning are straightforward and accessible to anyone with a bit of curiosity. This book is for managers who want to understand what machine learning is about but who lack a technical background in computer science statistics or math. The book describes in plain language what machine learning is and how it works. In addition it explains how to manage machine learning projects within an organization. This book should appeal to anyone that wants to learn more about using machine learning to drive value in real-world organizations. | Machine Learning for Managers

GBP 29.99
1

Dettol Washing Machine Cleaner 250ml

Dettol Washing Machine Cleaner 250ml

Keeping your washing machine clean is an important factor to help you fight bacteria on your clothes. Use Dettol Washing Machine Cleaner every 2 months in an empty wash to kill bacteria and get rid of hidden dirt and limescale. This formula will reach hidden areas of the machine which will stop bad odours, leaving a lasting freshness in the machine. Always read the label before using. Pack size: 250ml Warning: Contains Benzalkonium Chloride and Lactic Acid and Bis (3-aminopropyl) dodecylamine. Causes skin irritation. Causes serious eye damage. Harmful to aquatic life with long lasting effects. May be corrosive to metals. If medical advice is needed, have product container or label at hand. Keep out of reach of children. Wash skin thoroughly after handling. Wear protective gloves/ protective clothing/ eye protection/ face protection. IF IN EYES: Rinse continuously with water for several minutes and remove contact lenses if present and easy to do; continue rinsing. Please note: only 1 x product listed is supplied. Images are for illustration purposes only, packaging may vary slightly. Explore more of our range, we have a huge variety of products in stock. Have a query or can't find something you're looking for? We receive new deliveries every week, so if the item you wish to purchase is currently out of stock, please contact our Customer Services Team and we may be able to reserve the items you require.

GBP 2.99
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