Author: Michael LewisPublisher:
ISBN: 9783125243040
Category :
Languages : en
Pages : 136
Book Description
Author: Bal Ram SinghData Mining
Author: Ian H. WittenPublisher: 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
Author: Dr. Douglas M. BakerPublisher: 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
Author: Brad NunnallyPublisher: "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
Practical Sampling
Author: Gary T. HenryPublisher: SAGE Publications
ISBN: 1506320341
Category : Social Science
Languages : en
Pages : 150
Book Description
Sampling is fundamental to nearly every study in the social and policy sciences, yet clear, concise guidance for practitioners and graduate students has been difficult to find. Practical Sampling provides guidance for researchers dealing with the everyday problems of sampling. Using the practical design approach Henry integrates sampling into the overall research design and explains the interrelationships between research design and sampling choices. He lays out alternatives and implications of the choices using four detailed examples to illustrate the alternatives selected and the trade-offs made by applied researchers. The author uses a narrative, conceptual approach throughout the book; mathematical presentations are limited to necessary formulas; and calculations are kept to the absolute minimum, making it an easily approachable book for any researcher, student or professional across the social sciences.
The Lean Practitioner's Field Book
Author: Charles ProtzmanPublisher: CRC Press
ISBN: 1315362872
Category : Business & Economics
Languages : en
Pages : 1602
Book Description
While there are numerous Lean Certification programs, most companies have their own certification paths whereby they bestow expert status upon employees after they have participated in or led a certain number of kaizen events. Arguing that the number of kaizen events should not determine a person's expert status, The Lean Practitioner's Field Book: Proven, Practical, Profitable and Powerful Techniques for Making Lean Really Work outlines a true learning path for anyone seeking to understand essential Lean principles. The book includes a plethora of examples drawn from the personal experiences of its many well-respected and award-winning contributors. These experts break down Lean concepts to their simplest terms to make everything as clear as possible for Lean practitioners. A refresher for some at times, the text provides thought-provoking questions with examples that will stimulate learning opportunities. Introducing the Lean Practitioner concept, the book details the five distinct Lean Practitioner levels and includes quizzes and criteria for each level. It highlights the differences between the kaizen event approach and the Lean system level approach as well as the difference between station balancing and baton zone. This book takes readers on a journey that begins with an overview of Lean principles and culminates with readers developing professionally through the practice of self-reliance. Providing you with the tools to implement Lean tools in your organization, the book includes discussions and examples that demonstrate how to transition from traditional accounting methods to a Lean accounting system. The book outlines an integrated, structured approach identified by the acronym BASICS (baseline, analyze, suggest solutions, implement, check, and sustain), which is combined with a proven business strategy to help ensure a successful and sustainable transformation of your organization.
Muscle Energy Techniques, Second Edition
Author: John GibbonsPublisher: 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.
Parsing Techniques
Author: Dick GrunePublisher: 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.
Cold Case Homicides
Author: R. H. WaltonPublisher: 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.
