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  • Book


  • Authors: Yaser S. Abu-Mostafa (2012)

  • This book, together with specially prepared online material freely accessible to our readers, provides a complete introduction to Machine Learning, the technology that enables computational systems to adaptively improve their performance with experience accumulated from the observed data. Such techniques are widely applied in engineering, science, finance, and commerce. This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should know. In addition, our readers are given free access to online e-Chapters that we update with the current trends in Machine Learning, such as deep learning and support vec...

  • Book


  • Authors: Roderick W. Smith (2012)

  • Introduces the fundamentals of the operating system, covering such topics as how to manage hardware, use file management tools and commands, install and control programs, use scripts to automate tasks, and archive data

  • Book


  • Authors: Sikha Bagui (2012)

  • Essential to database design, entity-relationship (ER) diagrams are known for their usefulness in mapping out clear database designs. They are also well-known for being difficult to master. With Database Design Using Entity-Relationship Diagrams, Second Edition, database designers, developers, and students preparing to enter the field can quickly learn the ins and outs of ER diagramming. This accessible text includes a new chapter on the relational model and functional dependencies. It also includes expanded chapters on Enhanced Entity Relationship (EER) diagrams and reverse mapping. It uses cutting-edge case studies and examples to help readers master database development basics and defines ER and EER diagramming in terms of requirements (end user requests) and specifications (d...

  • Book


  • Authors: Boyd L. Summers (2012)

  • "The military and aerospace programs and projects that design, build, and test software work products effectively, provide the framework to receive subcontractor and customer contracts. Opportunities to work in the technology field of software design/development provided me the perspective and understanding of day to day software engineering activities. To have in place; Effective Software and Systems Integration methods provide an understanding of the importance of planning, coordination, software design, configuration management, integration, testing, subcontractors, and quality. It is critical that integration schedules are addressed, coordinated daily with an affected software teams and organizations, before delivery inside software and systems integration environments. The soft...

  • Book


  • Authors: Jiawei Han (2012)

  • Presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects. * Addresses advanced topics such as mining object-relational databases, spatial databases, multimedia databases, time-series databases, text databases, the World Wide Web, and applications in several fields. *Provides a comprehensive, practical look at the concepts and techniques you need to get the most out of your data

  • Book


  • Authors: David A. Forsyth (2012)

  • This textbook provides the most complete treatment of modern computer vision methods by two of the leading authorities in the field. This accessible presentation gives both a general view of the entire computer vision enterprise and also offers sufficient detail for students to be able to build useful applications. Students will learn techniques that have proven to be useful by first-hand experience and a wide range of mathematical methods

  • Book


  • Authors: Srinivasan Keshav (2012)

  • Mathematical techniques pervade current research in computer networking, yet are not taught to most computer science undergraduates. This self-contained, highly-accessible book bridges the gap, providing the mathematical grounding students and professionals need to successfully design or evaluate networking systems. The only book of its kind, it brings together information previously scattered amongst multiple texts. It first provides crucial background in basic mathematical tools, and then illuminates the specific theories that underlie computer networking. Coverage includes: * Basic probability * Statistics * Linear Algebra * Optimization * Signals, Systems, and Transforms, including Fourier series and transforms, Laplace transforms, DFT, FFT, and Z transforms * Queuing theory * G...

  • Book


  • Authors: Scott A Bernard (2012)

  • This book for three major reasons: (1) to help move business and technology planning from a systems and process-level view to a more strategy-driven enterprise-level view, (2) to promote and explain the emerging profession of EA, and (3) to provide the first textbook on the subject of EA, which is suitable for graduate and undergraduate levels of study.

  • Book


  • Authors: Diego Cantor (2012)

  • Each block of code is explained, and 3D web development concepts are diagrammed and covered in detail. This book is written for JavaScript developers who are interested in 3D web development.