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The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results.
Book Synopsis Feature Engineering and Selection by : Max Kuhn
Download or read book Feature Engineering and Selection written by Max Kuhn and published by CRC Press. This book was released on 2019-07-25 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results.
So many books, so little time, so many needs, so little budget: If this describes your situation, here's a new book to help you approach book selection confidently and strategically. If you are new to the library environment, in charge of training new librarians or paraprofessionals, or looking for new ideas in collection development, this resource is a must-have. Phyllis Van Orden, a past president of both the Association for Library Services to Children and the Association for Library and Information Science Education, and Sunny Strong share their advice for: establishing general criteria and following guidelines; choosing diverse material; using selection tools effectively; special selection criteria for specific genres, including picture books, fiction, genre fiction, folk literature, rhymes, and poetry; and, special guidelines for selecting particular subjects.
Book Synopsis Children's Books by : Phyllis Van Orden
Download or read book Children's Books written by Phyllis Van Orden and published by . This book was released on 2007 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: So many books, so little time, so many needs, so little budget: If this describes your situation, here's a new book to help you approach book selection confidently and strategically. If you are new to the library environment, in charge of training new librarians or paraprofessionals, or looking for new ideas in collection development, this resource is a must-have. Phyllis Van Orden, a past president of both the Association for Library Services to Children and the Association for Library and Information Science Education, and Sunny Strong share their advice for: establishing general criteria and following guidelines; choosing diverse material; using selection tools effectively; special selection criteria for specific genres, including picture books, fiction, genre fiction, folk literature, rhymes, and poetry; and, special guidelines for selecting particular subjects.
"Practical Recitations: Selections for Literary Exercises" by Caroline B. Le Row. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From well-known classics & literary fiction and non-fiction to forgotten−or yet undiscovered gems−of world literature, we issue the books that need to be read. Each Good Press edition has been meticulously edited and formatted to boost readability for all e-readers and devices. Our goal is to produce eBooks that are user-friendly and accessible to everyone in a high-quality digital format.
Book Synopsis Practical Recitations: Selections for Literary Exercises by : Caroline B. Le Row
Download or read book Practical Recitations: Selections for Literary Exercises written by Caroline B. Le Row and published by Good Press. This book was released on 2023-07-10 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Practical Recitations: Selections for Literary Exercises" by Caroline B. Le Row. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From well-known classics & literary fiction and non-fiction to forgotten−or yet undiscovered gems−of world literature, we issue the books that need to be read. Each Good Press edition has been meticulously edited and formatted to boost readability for all e-readers and devices. Our goal is to produce eBooks that are user-friendly and accessible to everyone in a high-quality digital format.
A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision. An array of examples is given to illustrate various technical issues. The text has been written for biologists and statisticians using models for making inferences from empirical data.
Book Synopsis Model Selection and Multimodel Inference by : Kenneth P. Burnham
Download or read book Model Selection and Multimodel Inference written by Kenneth P. Burnham and published by Springer Science & Business Media. This book was released on 2007-05-28 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision. An array of examples is given to illustrate various technical issues. The text has been written for biologists and statisticians using models for making inferences from empirical data.
“Leading companies that are positioning themselves for the future rather than the present are asking the project managers to participate in project selection, scoping, and estimation as well as management. Delivering Exceptional Project Results offers a glimpse into the future role of the project manager.” —Harold Kerzner, Ph.D., Best-selling Author, Professor Emeritus, Baldwin-Wallace College “I really enjoyed reading this book. The chapters, full of valuable insights well beyond the typical project management presentations, are introduced with diverse and engaging historic case examples. Executives will find the latter part of the book particularly valuable as new solutions are offered for those seemingly intractable problems within project portfolio management.” —R. Max Wideman, Fellow PMI, AEW Services and Management Consulting “Delivering Exceptional Project Results is a definite must read for any executive, functional director or project manager. The author clearly demonstrates how to deliver successful products and services by employing proper project selection, scoping and management techniques. This book provides you with practical, hands-on tools and techniques that can be deployed on your own projects right away.” —Matt Walters, Director of Technology, Tyze Personal Networks This unique “how to” implementation guide unifies project management, portfolio management, and requirements engineering into one proven, comprehensive best practice framework to help organizations deliver exceptional project results on a consistent basis. It explains best practices for assessing project value, categorizing and prioritizing projects, balancing portfolio mix, determining and managing project pipeline throughput capacity, and aligning strategy to maximize results and minimize risks. Delivering Exceptional Project Results transcends differences in the various “types” of project management, such as traditional or agile, and focuses on economic principles, methodologies, skills, tools, and techniques that can be applied successfully at companies in any industry.It also includes six downloadable templates for documenting project charters, plans, meeting minutes, change requests, status reports, and summary/lessons learned reports — available from the Web Added Value™ Download Resource Center at www.jrosspub.com
Book Synopsis Delivering Exceptional Project Results by : Jamal Moustafaev
Download or read book Delivering Exceptional Project Results written by Jamal Moustafaev and published by J. Ross Publishing. This book was released on 2010-09-15 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Leading companies that are positioning themselves for the future rather than the present are asking the project managers to participate in project selection, scoping, and estimation as well as management. Delivering Exceptional Project Results offers a glimpse into the future role of the project manager.” —Harold Kerzner, Ph.D., Best-selling Author, Professor Emeritus, Baldwin-Wallace College “I really enjoyed reading this book. The chapters, full of valuable insights well beyond the typical project management presentations, are introduced with diverse and engaging historic case examples. Executives will find the latter part of the book particularly valuable as new solutions are offered for those seemingly intractable problems within project portfolio management.” —R. Max Wideman, Fellow PMI, AEW Services and Management Consulting “Delivering Exceptional Project Results is a definite must read for any executive, functional director or project manager. The author clearly demonstrates how to deliver successful products and services by employing proper project selection, scoping and management techniques. This book provides you with practical, hands-on tools and techniques that can be deployed on your own projects right away.” —Matt Walters, Director of Technology, Tyze Personal Networks This unique “how to” implementation guide unifies project management, portfolio management, and requirements engineering into one proven, comprehensive best practice framework to help organizations deliver exceptional project results on a consistent basis. It explains best practices for assessing project value, categorizing and prioritizing projects, balancing portfolio mix, determining and managing project pipeline throughput capacity, and aligning strategy to maximize results and minimize risks. Delivering Exceptional Project Results transcends differences in the various “types” of project management, such as traditional or agile, and focuses on economic principles, methodologies, skills, tools, and techniques that can be applied successfully at companies in any industry.It also includes six downloadable templates for documenting project charters, plans, meeting minutes, change requests, status reports, and summary/lessons learned reports — available from the Web Added Value™ Download Resource Center at www.jrosspub.com
This comprehensive book describes in practical terms - underpinned by research - how recruitment, selection, and psychological assessment can be conducted amongst pilots. The chapters emphasize evidence-based and ethical selection methods for different pilot groups. It includes chapters written by experts in the field and also covers related areas, such as air traffic controllers and astronauts. The book is written for airline managers, senior pilots responsible for recruitment and training, human resources specialists, human factors and safety specialists, occupational health doctors, psychologists, AMEs, practitioners, or academics involved in pilot selection. Robert Bor, DPhil CPsychol CSci FBPsS HonFRAeS UKCP Reg EuroPsy, is a Registered and Chartered Clinical Counselling and Health Psychologist, Registered Aviation Psychologist and Co-Director of the Centre for Aviation Psychology. Carina Eriksen, MSc DipPsych CPsychol FBPsS BABCP, is an HCPC Registered and BPS Chartered Consultant Counselling Psychologist and Registered Aviation Psychologist. Todd P. Hubbard, B.A., M.S. Aeronautical Sciences, Ed.D. Applied Educational Studies in Aviation, Lt. Col. USAF (ret.), is the Clarence E. Page Professor of Human Factors research, University of Oklahoma. Ray King, Psy,D., J.D. is a licensed clinical psychologist, recently retired from the U.S. Air Force, currently with the U.S. Federal Aviation Administration (FAA).
Book Synopsis Pilot Selection by : Robert Bor
Download or read book Pilot Selection written by Robert Bor and published by CRC Press. This book was released on 2019-10-16 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive book describes in practical terms - underpinned by research - how recruitment, selection, and psychological assessment can be conducted amongst pilots. The chapters emphasize evidence-based and ethical selection methods for different pilot groups. It includes chapters written by experts in the field and also covers related areas, such as air traffic controllers and astronauts. The book is written for airline managers, senior pilots responsible for recruitment and training, human resources specialists, human factors and safety specialists, occupational health doctors, psychologists, AMEs, practitioners, or academics involved in pilot selection. Robert Bor, DPhil CPsychol CSci FBPsS HonFRAeS UKCP Reg EuroPsy, is a Registered and Chartered Clinical Counselling and Health Psychologist, Registered Aviation Psychologist and Co-Director of the Centre for Aviation Psychology. Carina Eriksen, MSc DipPsych CPsychol FBPsS BABCP, is an HCPC Registered and BPS Chartered Consultant Counselling Psychologist and Registered Aviation Psychologist. Todd P. Hubbard, B.A., M.S. Aeronautical Sciences, Ed.D. Applied Educational Studies in Aviation, Lt. Col. USAF (ret.), is the Clarence E. Page Professor of Human Factors research, University of Oklahoma. Ray King, Psy,D., J.D. is a licensed clinical psychologist, recently retired from the U.S. Air Force, currently with the U.S. Federal Aviation Administration (FAA).
Book Synopsis The assessment and selection handbook by : Ian Taylor
Download or read book The assessment and selection handbook written by Ian Taylor and published by . This book was released on 2007 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
The Model Rules of Professional Conduct provides an up-to-date resource for information on legal ethics. Federal, state and local courts in all jurisdictions look to the Rules for guidance in solving lawyer malpractice cases, disciplinary actions, disqualification issues, sanctions questions and much more. In this volume, black-letter Rules of Professional Conduct are followed by numbered Comments that explain each Rule's purpose and provide suggestions for its practical application. The Rules will help you identify proper conduct in a variety of given situations, review those instances where discretionary action is possible, and define the nature of the relationship between you and your clients, colleagues and the courts.
Book Synopsis Model Rules of Professional Conduct by : American Bar Association. House of Delegates
Download or read book Model Rules of Professional Conduct written by American Bar Association. House of Delegates and published by American Bar Association. This book was released on 2007 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Model Rules of Professional Conduct provides an up-to-date resource for information on legal ethics. Federal, state and local courts in all jurisdictions look to the Rules for guidance in solving lawyer malpractice cases, disciplinary actions, disqualification issues, sanctions questions and much more. In this volume, black-letter Rules of Professional Conduct are followed by numbered Comments that explain each Rule's purpose and provide suggestions for its practical application. The Rules will help you identify proper conduct in a variety of given situations, review those instances where discretionary action is possible, and define the nature of the relationship between you and your clients, colleagues and the courts.
This book presents the key test design techniques, in line with ISTQB, and explains the why and when of using them, with practical examples and code snippets. How and why the techniques can be combined is covered, as are automated test design methods. Tips and exercises are included throughout the book.
Book Synopsis Practical Test Design by : Istvan Forgacs
Download or read book Practical Test Design written by Istvan Forgacs and published by BCS, The Chartered Institute for IT. This book was released on 2019-08-28 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the key test design techniques, in line with ISTQB, and explains the why and when of using them, with practical examples and code snippets. How and why the techniques can be combined is covered, as are automated test design methods. Tips and exercises are included throughout the book.
This book is intended for students, instructional designers, professors, instructors, teachers, trainers, software developers, and development team leaders who: • are taking a course on creating computer-based training/educational software applications • are or will be working on a computer-based training/educational software development team • need to expand their skills into the multimedia technology field • are excited about the possibilities of teaching with multimedia • have worked on their own and unsuccessfully tried to do it all • may have created mediocre computer-based training/educational software • want to do it right the first time • need a practical reference • need practical guidelines for creating computer-managed presentations This book focuses on the practical principles of creating computer-based training/educational software applications and computer-managed presentations. In computer-based training/educational software applications, the computer assumes the teaching role. In computer-managed presentations, you maintain the responsibility for teaching the learners and use what is contained in the presentation as a resource. In a sense, computer-managed presentations are a subset of computer-based training/educational software applications. Their differences will be highlighted throughout this book. This book will not make you an expert in designing computer-based training/educational software applications. Expertise comes through years of experience and continual learning. However, this book will provide you with the foundations for creating professional, instructionally-effective products. To gain support for your computer-based training/educational software applications and computer-managed presentations and to silence the critics, it is important to create excellent products. People will notice quality much more than quantity. This is especially true for your first project. This book, with its numerous practical hints, will help you do it right from your first project onward.
Book Synopsis Practical Principles of Instructional Design, Media Selection, and Interface Design with a Focus on Computer-based Training / Educational Software by : Peter Fenrich
Download or read book Practical Principles of Instructional Design, Media Selection, and Interface Design with a Focus on Computer-based Training / Educational Software written by Peter Fenrich and published by Informing Science. This book was released on 2014-03-21 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for students, instructional designers, professors, instructors, teachers, trainers, software developers, and development team leaders who: • are taking a course on creating computer-based training/educational software applications • are or will be working on a computer-based training/educational software development team • need to expand their skills into the multimedia technology field • are excited about the possibilities of teaching with multimedia • have worked on their own and unsuccessfully tried to do it all • may have created mediocre computer-based training/educational software • want to do it right the first time • need a practical reference • need practical guidelines for creating computer-managed presentations This book focuses on the practical principles of creating computer-based training/educational software applications and computer-managed presentations. In computer-based training/educational software applications, the computer assumes the teaching role. In computer-managed presentations, you maintain the responsibility for teaching the learners and use what is contained in the presentation as a resource. In a sense, computer-managed presentations are a subset of computer-based training/educational software applications. Their differences will be highlighted throughout this book. This book will not make you an expert in designing computer-based training/educational software applications. Expertise comes through years of experience and continual learning. However, this book will provide you with the foundations for creating professional, instructionally-effective products. To gain support for your computer-based training/educational software applications and computer-managed presentations and to silence the critics, it is important to create excellent products. People will notice quality much more than quantity. This is especially true for your first project. This book, with its numerous practical hints, will help you do it right from your first project onward.
