Data Mining

Data Mining PDF Author: Ian H. Witten
Publisher: Elsevier
ISBN: 0080890369
Category : Computers
Languages : en
Pages : 665

Book Description
Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. - Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects - Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods - Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks—in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization

The Techniques of Astral Projection

The Techniques of Astral Projection PDF Author: Dr. Douglas M. Baker
Publisher: Claregate Ltd
ISBN: 1910228273
Category :
Languages : en
Pages : 98

Book Description
The author's techniques for achieving astral projection are illustrated with 22 pen and ink line drawings by one of England's leading book illustrators. The techniques described are based on the many hundreds of lectures presented by him to audiences in England and the USA. Dr. Baker relates case histories demonstating the reality of astral projection. He then describes in detail the techniques for bringing the physical body out of alignment with the astral as a precursor to increasing consciousness in the astral world. Using his own experiences of the astral world he offers a description of what we may expect there.

UX Research

UX Research PDF Author: Brad Nunnally
Publisher: "O'Reilly Media, Inc."
ISBN: 1491951265
Category : Computers
Languages : en
Pages : 255

Book Description
One key responsibility of product designers and UX practitioners is to conduct formal and informal research to clarify design decisions and business needs. But there’s often mystery around product research, with the feeling that you need to be a research Zen master to gather anything useful. Fact is, anyone can conduct product research. With this quick reference guide, you’ll learn a common language and set of tools to help you carry out research in an informed and productive manner. This book contains four sections, including a brief introduction to UX research, planning and preparation, facilitating research, and analysis and reporting. Each chapter includes a short exercise so you can quickly apply what you’ve learned. Learn what it takes to ask good research questions Know when to use quantitative and qualitative research methods Explore the logistics and details of coordinating a research session Use softer skills to make research seem natural to participants Learn tools and approaches to uncover meaning in your raw data Communicate your findings with a framework and structure

Parsing Techniques

Parsing Techniques PDF Author: Dick Grune
Publisher: Springer Science & Business Media
ISBN: 0387689540
Category : Computers
Languages : en
Pages : 677

Book Description
This second edition of Grune and Jacobs’ brilliant work presents new developments and discoveries that have been made in the field. Parsing, also referred to as syntax analysis, has been and continues to be an essential part of computer science and linguistics. Parsing techniques have grown considerably in importance, both in computer science, ie. advanced compilers often use general CF parsers, and computational linguistics where such parsers are the only option. They are used in a variety of software products including Web browsers, interpreters in computer devices, and data compression programs; and they are used extensively in linguistics.

Muscle Energy Techniques, Second Edition

Muscle Energy Techniques, Second Edition PDF Author: John Gibbons
Publisher: North Atlantic Books
ISBN: 162317788X
Category : Health & Fitness
Languages : en
Pages : 180

Book Description
Revised and updated: a fresh new look to an established best-seller--an essential tool for physical therapists that offers unique insights into the versatile and highly effective technique of muscle energy techniques. Muscle Energy Techniques is a must-have for any student or practitioner of physical therapy, osteopathy, physiotherapy, chiropractic, or massage therapy. This practical guide--packed with full-color photographs and illustrations--fully explains the theory and practice of a range of muscle energy techniques. The book is broken in 5 parts. In part I, John Gibbons examines the theory and principles behind muscle energy techniques, with chapters that explain the technique, muscle imbalances, myofascial slings, and core muscle relationships. Parts II to IV break down the technique by body area--upper body, lower body, trunk, and pelvis--with clear descriptive explanations of the techniques. Accompanied by color photographs with directional arrows, each shows the practitioner how to maximize treatment benefits. Clear drawings allow the reader to understand the basic anatomy of each muscle. A concluding part V shows two applications of muscle energy techniques: self-lengthening techniques for the shoulder complex and muscle weakness testing of the gluteals.

Cold Case Homicides

Cold Case Homicides PDF Author: R. H. Walton
Publisher: CRC Press
ISBN: 1351855573
Category : Law
Languages : en
Pages : 1129

Book Description
This book, now in its second edition, is the first and most exhaustive text covering the still growing popularity of cold case investigations which locate perpetrators and free the innocent. The new edition adds approximately 80 pages of content, including material on clandestine graves and investigating cold gang cases. The book merges theory with practice through the use of case histories, photographs, illustrations and checklists that convey essential, fundamental concepts while providing a strong, practical basis for the investigative process.

Veterinary Euthanasia Techniques

Veterinary Euthanasia Techniques PDF Author: Kathleen A. Cooney
Publisher: John Wiley & Sons
ISBN: 1118335554
Category : Medical
Languages : en
Pages : 226

Book Description
Veterinary Euthanasia Techniques: A Practical Guide provides detailed guidance on euthanasia procedures in a wide variety of species, including dogs, cats, exotics, horses, and production animals. Based on the current AVMA guidelines, the book offers step-by-step descriptions of the recommended methods of euthanasia, giving all the information needed to perform these techniques with confidence. Veterinary Euthanasia Techniques helps practitioners, students, and technicians expand their knowledge base and provide competent, compassionate euthanasia services. Including information on client considerations, equipment, positioning, sedation, and aftercare, the focus of the book is on providing detailed procedures for correctly performing euthanasia. Veterinary Euthanasia Techniques presents complete information on euthanasia, offering specific advice to improve skills and aid in decision making.

SUMMARY - The Jobs-To-Be-Done Handbook: Practical Techniques For Improving Your Application Of Jobs-To-Be-Done By Chris Spiek And Bob Moesta

SUMMARY - The Jobs-To-Be-Done Handbook: Practical Techniques For Improving Your Application Of Jobs-To-Be-Done By Chris Spiek And Bob Moesta PDF Author: Shortcut Edition
Publisher: Shortcut Edition
ISBN:
Category : Business & Economics
Languages : en
Pages : 23

Book Description
* Our summary is short, simple and pragmatic. It allows you to have the essential ideas of a big book in less than 30 minutes. By reading this summary, you will discover how to conduct an exploratory interview with your consumers, within the framework of the Jobs-To-Be-Done method. You will also discover : how to choose the people to interview; what questions to ask them; how to help them talk and reconstruct their memories of your product; how to take notes effectively. After creating a product or service, you may want to know why consumers bought it and how they actually use it. The best solution is to ask them directly, through an interview. The Jobs-To-Be-Done method is ideal for this, because the practice of interviewing is an integral part of it. This consists of focusing on the consumer's needs and motivations in order to provide a product that will fully satisfy them. Are you ready to find out why your consumers buy your product? *Buy now the summary of this book for the modest price of a cup of coffee!

The Teacher's Sourcebook for Cooperative Learning

The Teacher's Sourcebook for Cooperative Learning PDF Author: George M. Jacobs
Publisher: Simon and Schuster
ISBN: 1510701265
Category : Education
Languages : en
Pages : 304

Book Description
A comprehensive guide for teachers of all experience levels Engaging and effective Easy to use in your own classroom Have you ever wondered how to make cooperative learning work in your classroom? Are you still learning what cooperative learning is? If so, then this book is for you! This teaching guide will coach the reader through using cooperative learning techniques in their classroom. Useful for administrations and teachers alike, The Teacher’s Sourcebook for Cooperative Learning provides tools for instruction, creating positive habits, and having effective classroom management. This manual belongs on each teacher’s bookshelf.
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