Machine Learning and Its Applications

This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. While the text provides a systematic account of its major topics such as pattern rep

◆Overview:This text focuses on the utility of probability in solving real-world problems for students in a one-semester calculus-based probability course. Theory is developed to a practical degree and

This is the first book of its kind which teaches matrix algebra, allowing the student to learn the material by actually working with matrix objects in modern computer environment of R. Instead of a ca

Master the new computational tools to get the most out of your information system. This practical guide, the first to clearly outline the situation for the benefit of engineers and scientists, pro

The book elucidates the revolutionary and riveting research in the ultramodern domain of drone technologies, drone-enabled IoT applications, and artificial intelligence-based smart surveillance. The book explains the most recent developments in the field, challenges, and future scope of drone technologies. Beyond that, it discusses the importance of a wide range of design applications, drone/UAV development, and drone-enabled smart healthcare systems for smart cities. It describes pioneering work on mitigating cyber security threats by employing intelligent machine learning models in the designing of IoT-aided drones. The book also has a fascinating chapter on application intrusion detection by drones using recurrent neural networks. Other chapters address interdisciplinary fields like artificial intelligence, deep learning, the role of drones in healthcare in smart cities, and the importance of drone technology in agriculture.

Straightforward and easy to read, Zill's A FIRST COURSE IN DIFFERENTIAL EQUATIONS WITH MODELING APPLICATIONS, 12th EDITION, gives you a thorough overview of the topics typically taught in a first course in differential equations. Your study of differential equations and its applications is supported by a bounty of pedagogical aids, including an abundance of examples, explanations, "Remarks" boxes, definitions and more.

This book is for teachers interested in incorporating interaction online into their teaching.Interaction Online is a valuable resource for anyone who wants to incorporate an aspect of online interaction in their language teaching. It is relevant for use with online, blended or face-to-face courses and appropriate for a wide range of teachers and learning contexts. This handbook contains over 75 tried and tested activities, the majority of which can be carried out either synchronously or asynchronously. Activities are purposeful and foster interaction between and among learners and instructors, rather than between learner and machine, and make use of generic tools and applications, such as discussion forums, instant message services and Facebook.

Operations Research uses a balanced combination of theory, applications and computations to help you learn the basics of operating research (OR). It focuses on algorithmic and practical implementation of OR techniques. Easy-to-understand numerical examples explain often difficult math concepts, helping you grasp the foundational idea without getting stuck on complex theorems or notations. Full case studies and math-free anecdotes show how algorithms are used in real-life applications.The 11th Edition introduces analytics, artificial intelligence, and machine learning topics that strengthen and streamline the decision-making processes involved in OR. New stories, 3 new chapters, new case studies and sections provide an up-to-date introduction to the field of OR.

Elementary Linear Algebra: Applications Version, 12th Edition, gives an elementary treatment of linear algebra that is suitable for a first course for undergraduate students. The classic treatment of linear algebra presents the fundamentals in the clearest possible way, examining basic ideas by means of computational examples and geometrical interpretation. It proceeds from familiar concepts to the unfamiliar, from the concrete to the abstract. Readers consistently praise this outstanding text for its expository style and clarity of presentation. In this edition, a new section has been added to describe the applications of linear algebra in emerging fields such as data science, machine learning, climate science, geomatics, and biological modeling. New exercises have been added with special attention to the expanded early introduction to linear transformations and new examples have been added, where needed, to support the exercise sets. Calculus is not a prerequisite, but there are clea

This comprehensive and engaging text presents the complexities of strategic management through up-to-date scholarship and hands-on applications. Highly respected authors Charles Hill and Melissa Schilling integrate cutting-edge research on topics including competitive advantage, corporate governance, diversification, strategic leadership, technology and innovation, and corporate social responsibility through both theory and case studies. Based on real-world practices and current thinking in the field, the 14th edition features an increased emphasis on the changing global economy and its role in strategic management. The appendix walks students through the case-analysis process, and explains key ratios that managers use to compare the performance of firms. The high-quality case study program contains 31 cases covering small, medium, and large companies from a large range of industries and nations. Featured cases in this edition include Tesla Motors, Alibaba, Google, Microsoft, Boeing, I

Semiconductors are the foundation of the electronics industry, and are therefore embedded in virtually all modern technology. No engineer or materials scientist can be without an understanding of this essential field. Since semiconductors are also the foundation of solar cells, they play an increasingly critical role in the transition to sustainable technology and promise, as a result, to become even more central in global technological progress.Fundamentals of Semiconductor Materials and Devices is a textbook that presents the advanced principles underlying semiconductors in an accessible and comprehensive way. Combining material from both engineering and physics, it remains grounded throughout in practical applications of semiconductors. Its approach makes it ideal for readers looking to gain a thorough understanding of this ubiquitous technology.Fundamentals of Semiconductor Materials and Devices readers will also find:Questions and exercises to stimulate learning and increase compr

●Ten in-depth case studies explore a range of applications for all of the major functional areas of IHRM ensuring students grasp the principles in each chapter.●Additional questions and further reading recommendations provide scope for reflection and support learning for students at all levels.●A fully updated companion website is available to support you including PowerPoint slides, Instructor Manual, and a Cognero Test Bank.●Topics examine the practical complexities that arise within the major areas of IHRM, detail the key components, outline the main approaches and its advantages and disadvantages as well as considering the problem areas.

With the advent of the Al era, professionals need to select the right tools to meet new opportunities and challenges! This instructional material focuses on the application of big data analysis, text mining, and machine learning in auditing to assist readers in understanding the latest developments in data analysis and smart audit.JCAATs is a new generation audit software developed by Python, which can be executed in a Windows and MAC operation systems with a multi-language, visual, and easy-to-use interface. Non-IT professionals can easily conduct smart data analysis. Through JCAATs' built-in data fusion technology and OPEN DATA connector, heterogeneous data can be quickly analyzed in real-time and effectively identifying anomalies. The features of this book include:The book is structured to provide a progressive learning experience, with chapters covering different concepts and applications, as well as exercises and practice questions. The official textbook endorsed by ICAEA

This book is an introduction to calculus and its applications to the management, social, behavioral, and biomedical sciences, and other fields. The seven-chapter Brief Applied Calculus contains more

●PRINCIPLES OF INSTRUMENTAL ANALYSIS offers the most current data in its coverage and end-of-chapter problem sets, and the authors present material in a student-friendly style that is active and engaging. Examples throughout each chapter aid in solving relevant and interesting problems. The solutions to the problems in each example are indicated so that students can easily separate the problem setup from the problem solution.●Spreadsheet applications have been included throughout to illustrate how these powerful programs can be applied to instrumental methods. Problems accompanied by an icon encourage the use of spreadsheets. When a more detailed approach is required or supplemental reading is appropriate, readers are referred to the authors' companion book, Applications of Microsoft® Excel in Analytical Chemistry, 3e. Those who purchase PRINCIPLES OF INSTRUMENTAL ANALYSIS have full access to this companion text at www.tinyurl.com/skoogpia7. This companion provides assistance in unders

Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields

Now in its fourth edition, this comprehensive, best-selling methodology resource gives both prospective and experienced ESL/ELT teachers the theoretical background and practical applications they need

Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields

Renowned for its student-friendly writing style and fresh perspective, this fully updated Second Edition of John McMurry's ORGANIC CHEMISTRY WITH BIOLOGICAL APPLICATIONS provides full coverage of the

OverviewUsed extensively by professionals, organizations and schools across the country, Reilly/Brown/Leeds' INVESTMENT ANALYSIS AND PORTFOLIO MANAGEMENT, 11th Edition, combines solid theory with practical applications to help students learn how to manage their money to maximize their earning potential. Now streamlined into a succinct 18 chapters, the text has been thoroughly revised to present content that is vital to a thorough understanding of investment management in the most effective way. It uses real-world illustrations and hands-on exercises to bring investment concepts to life for students. The 11th edition continues its tradition of unparalleled international coverage. It also offers expanded discussions of the impact of changes in both technology and regulations on the functioning and organization of global security markets and devotes three chapters to derivatives securities.