A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context.
After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals.
Автор: Kelleher Nicola Название: Very Practical Magic ISBN: 1528901479 ISBN-13(EAN): 9781528901475 Издательство: Неизвестно Рейтинг: Цена: 2476.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Master easy spellcraft. Written by Nicola Kelleher, this collection of spells is perfect for creating positive spells quickly and easily with everyday items around the home. This modern take on witchcraft will allow the reader to explore spellcraft and positive affirmations whilst learning about the world of witchcraft without the need of specialist tools. The book contains around 40 spells and offers insight into the properties of oils, candles and crystals. Each spell is fun and easy to perform and includes simple instructions. This book is designed to whet the appetite of would-be witches which should allow the reader to continue to build their own positive spells for future use.
Автор: Kelleher Catherine McArdle, Dombrowski Peter Название: Regional Missile Defense from a Global Perspective ISBN: 0804790647 ISBN-13(EAN): 9780804790642 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 16302.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Regional Missile Defense from a Global Perspective explains the origins, evolution, and implications of the regional approach to missile defense that has emerged since the presidency of George H. W. Bush, and has culminated with the missile defense decisions of President Barack Obama. The Obama administration's overarching concept for American missile defense focuses on developing both a national system of limited ground-based defenses, located in Alaska and California, intended to counter limited intercontinental threats, and regionally-based missile defenses consisting of mobile ground-based technologies like the Patriot PAC-3 system, and sea-based Aegis-equipped destroyer and cruisers.
The volume is intended to stimulate renewed debates in strategic studies and public policy circles over the contribution of regional and national missile defense to global security. Written from a range of perspectives by practitioners and academics, the book provides a rich source for understanding the technologies, history, diplomacy, and strategic implications of the gradual evolution of American missile defense plans. Experts and non-experts alike--whether needing to examine the offense-defense tradeoffs anew, to engage with a policy update, or to better understand the debate as it relates to a country or region--will find this book invaluable. While it opens the door to the debates, however, it does not find or offer easy solutions--because they do not exist.
Автор: Kelleher John D., Tierney Brendan Название: Data Science ISBN: 0262535432 ISBN-13(EAN): 9780262535434 Издательство: MIT Press Рейтинг: Цена: 2700.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.
The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges.
It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.
Описание: Making Love closely reexamines the literary history of sentimentalism in order to open up new ways of understanding the history of sexuality.
Автор: Kelleher, Michael D. Название: Murder Most Rare ISBN: 0440234735 ISBN-13(EAN): 9780440234739 Издательство: Random House (USA) Рейтинг: Цена: 735.00 р. Наличие на складе: Нет в наличии.
Автор: Kelleher, Connie Название: Alliance of pirates ISBN: 1782053654 ISBN-13(EAN): 9781782053651 Издательство: Неизвестно Рейтинг: Цена: 6325.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In the early part of the seventeenth-century, along the southwest coast of Ireland, piracy was a way of life. Following the outlawing of privateering in 1603 by the new king of England, disenfranchised like-minded men of the sea, many former privateers, naval sailors, ordinary seamen and traditional plunderers moved their base of operations to Ireland and formed an alliance. Within the context of the Munster Plantation, many of the pirates came to settle, some bringing families, and these men and their activities not alone influenced the socio-economic and geo-political landscape of Ireland at that time but challenged European maritime power centres, while forging links across the North Atlantic that touched the Mediterranean, Northwest Africa and the New World.Tracing the origins of this maritime plunder from the 1570s until its heyday in the opening decades of the 1600s, The Alliance of Pirates analyses the nature and extent of this predation and looks at its impact and influence in Ireland and across the Atlantic.
Operating during a period of emerging global maritime empires, when nations across Europe were vying for supremacy of the seas, the pirates built their own highly lucrative and powerful piratical state. Drawing on extensive primary and secondary historical sources Connie Kelleher explores who these pirates were, their main theatre of operations and the characters that aided and abetted them. Archaeological evidence uniquely supports the investigation and provides a tangible cultural link through time to the pirates, their cohorts and their bases.
Автор: Kelleher, John D. Название: Fndls Of Machine Lrng Fo ISBN: 0262044692 ISBN-13(EAN): 9780262044691 Издательство: MIT Press Рейтинг: Цена: 13543.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.
The book is accessible, offering nontechnical explanations of the ideas underpinning each approach before introducing mathematical models and algorithms. It is focused and deep, providing students with detailed knowledge on core concepts, giving them a solid basis for exploring the field on their own. Both early chapters and later case studies illustrate how the process of learning predictive models fits into the broader business context. The two case studies describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book can be used as a textbook at the introductory level or as a reference for professionals.
Описание: FIVE STARS *****"This is probably one of the best time travel romances I've ever read. It's rich with history, and the characters are completely believable. I thought the author did a particularly great job with the hero-I could really fall in love with him ""What a fascinating book Ms. Kelleher has taken time travel to a new level. Packed with energy and intrigue, this is one not to miss The time period is cleverly brought to life, and the author does a credible job of handling various historical elements."-Amy Wilson, Literary TimesA SUPERB MEDIEVAL ROMANCE WITH A TIME TRAVEL TWIST"A Once and Future Love is a passionate time travel romance that is based on a love that flows forever. Both incarnations of Richard are fabulously drawn, but especially intriguing is the modern day soul coping with the loss of a loved one. Kelleher's novel is] a spectacular Medieval romance with a time-traveling twist."-5 stars from Amazon Top Reviewer Harriet Klausner"All lovers of time travel should look to acquire this book for their keeper shelves Superb read ""Full of visceral detail, this book almost made me wish I could step in an English castle and vanish into the past."England, 2014. When Richard Lambert's beloved wife dies, he thinks he will never find love again. Until, while exploring a medieval tower, he falls from the steps-and into another time...England, 1214. When Richard wakes, he's in the body of his ancestor, who is near death from battle. As his wife nurses him back to health, she finds he is not the cruel man she knew. And he discovers a second chance-with his one and only love.
Автор: Storey William Kelleher Название: Writing History: A Guide for Students ISBN: 0190078413 ISBN-13(EAN): 9780190078416 Издательство: Oxford Academ Цена: 8047.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: An indispensable resource for thousands of history students over five editions, Writing History: A Guide for Students provides a wealth of tips and advice to help students research and write essays for history classes. Bringing together practical methods from both history and composition, it covers all aspects of writing about history, including finding and researching topics, interpreting source materials, drawing inferences from sources, and constructing arguments. It concludes with three chapters that discuss writing effective sentences, using precise wording, and revising. Using numerous examples from the works of cultural, political, and social historians, Writing History serves as an ideal text for any history course that asks students to conduct research. The sixth edition offers better guidance on how to begin a research paper and expanded sections on oral history and visual and material sources
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