Neural Networks

Network+ Guide to Networks, Fourth Edition (Networking)

Network+ Guide to Networks, Fourth Edition is designed to prepare users for CompTIA's newly-revised 2005 Network+ certification exam and will also offer mapping features to the exam objectives.

Guide to Networking Essentials

Guide to Networking Essentials, Fifth Edition has been revised and provides a baseline level of knowledge for success in industry and preparation for networking certifications, including the MCSA, MCSE, CNA and CCNA designations. This new edition has been updated to cover new industry topics such as Networked Attached Storage (NAS), Cable Installation and Management, as well as, Fixed and Mobile WiMAX. Written with a focus on networking operating systems, this book continues to provide up-to-date coverage of Microsoft Windows XP and Server 2003 technologies along with UNIX, Red Hat Linux, and Novell Netware operating systems.

The Elements of Statistical Learning

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book.

This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral clustering. There is also a chapter on methods for ``wide'' data (p bigger than n), including multiple testing and false discovery rates.

Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environment in R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, projection pursuit and gradient boosting.

A Guide to UNIX Using Linux, Fourth Edition (Networking (Thomson Course Technology))

Written with a clear, straightforward writing style and packed with step-by-step projects for direct, hands-on learning, Guide to UNIX Using Linux, 4E is the perfect resource for learning UNIX and Linux from the ground up. Through the use of practical examples, end-of-chapter reviews, and interactive exercises, novice users are transformed into confident UNIX/Linux users who can employ utilities, master files, manage and query data, create scripts, access a network or the Internet, and navigate popular user interfaces and software. The updated 4th edition incorporates coverage of the latest versions of UNIX and Linux, including new versions of Red Hat, Fedora, SUSE, and Uuntu Linux. A new chapter has also been added to cover basic networking utilities, and several other chapters have been expanded to include additional information on the KDE and GNOME desktops, as well as coverage of the popular OpenOffice.org office suite. With a strong focus on universal UNIX and Linux commands that are transferable to all versions of Linux, this book is a "must-have" for anyone seeking to develop their knowledge of these systems.

Guide To Operating Systems, Enhanced Edition

Guide to Operating Systems, Enhanced Edition provides the information needed to understand and support the desktop, server, and network operating systems in use today -- Windows XP, Windows Vista (the latest Windows version) Windows Server 2003, Windows Server 2003 R2, Windows 2000, SUSE Linux, Fedora Linux, Red Hat Enterprise Linux, Mac OS X (Panther and Tiger), and NetWare. Major concepts include operating system theory, installation, upgrading, configuring (operating system and hardware), file systems, security, hardware options, storage, resource sharing, network connectivity, maintenance, and troubleshooting. This book combines theory and technical practice for a stronger understanding, and it is great for training technical professionals who support multiple operating systems.

Linux+ Guide to Linux Certification, Second Edition

Linux+ Guide to Linux Certification, Second Edition offers the most up-to-date information which empowers students to successfully pass CompTIA's Linux+ Certification exam.

Hands-On Networking Fundamentals

Hands-On Networking Fundamentals has been designed with the novice networking student in mind. It is a doorway into learning about all types of networks from the ground up. This new book encourage new users to feel confident in moving onto a Network+ course of study while obtaining the skills necessary to perform network installations and basic troubleshooting. The student truly gets a hands-on, interactive learning experience. New concepts are presented in clear language and the hands-on activities along with realistic case studies reinforce learning at each step. In the context of learning network fundamentals, students also learn practical design methods for home, small business, and large enterprise networks.

CCNA Guide to Cisco Networking, Third Edition

CCNA Guide to Cisco Networking, Third Edition provides comprehensive coverage of Cisco networking concepts, and serves as an ideal guide to prepare for the CCNA Certification Exam #640-801. This new edition presents the basics of networking, and covers the steps to configure Cisco routers for a variety of tasks. Over 50 hands-on labs are included in this new text and all concepts are reinforced with challenging real-world review questions.

Getting Started with Linux: Novell's Guide to CompTIA's Linux+ (Course 3060)

Getting Started with Linux: Novell's Guide to CompTIA's Linux+ (Course 3060) introduces students to the knowledge and skills needed to manage all Linux distributions. Specifically, this course covers the objectives outlined by CompTIA for its Linux+ exam and certification, an international industry credentials that offers proof of knowledge. Not only does this course prepare students for the ComTIA Linux+ exam; it offers an excellent way to begin preparing for the Novell Certification Linux Professional (Novell CLP) practicum exam. In fact, after completing this course, students will have acquired one-third the knowledge needed to become a full Novell CLP, the ideal certification for people interested in becoming Linux administrators.

CWNA Guide to Wireless LANs, Second Edition (Networking (Thomson Course Technology))

A hands-on guide to planning, designing, installing and configuring wireless LANs that prepares students for the Certified Wireless Network Administrator (CWNA) certification. This second edition offers in-depth coverage of wireless networks with extensive step-by-step coverage of IEEE 802.11b/a/g/pre-n implementation, design, security, and troubleshooting. Material is reinforced with hands-on projects at the end of each chapter from two of the principal wireless LAN vendors, Cisco and Linksys, giving the flexibility for this course to be taught in either a classroom or as an online course.”