Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Download or read book Enhancing Teaching and Learning through Assessment written by Steve Frankland and published by Springer Science & Business Media. This book was released on 2007-10-17 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assessment is the daily life of a teacher; designing plans, setting questions, giving feedback and grading are all activities that teachers undertake on a regular basis. This book provides a practical guide on the effective use of assessment. It includes the use of assessment tools and pedagogical design that help students deepen their learning. Major issues on assessment and some excellent examples are presented as a useful resource to university teachers in enhancing teaching and students' learning.
Download or read book Effective Learning and Teaching in Engineering written by Caroline Baillie and published by Routledge. This book was released on 2004-08-19 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: An indispensable handbook for any teacher or lecturer looking for authoritative and practical guidance, this book is tailored to the key requirements of the field of engineering.
Download or read book Learning Development in Higher Education written by Peter Hartley and published by Bloomsbury Publishing. This book was released on 2010-11-17 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how Learning Development enhances the student experience and promotes active engagement. Written by staff from the UK's largest collaborative Centre for Excellence in Teaching and Learning (CETL), the book includes important insights for everyone interested in supporting student retention, progression and success.
Download or read book A New Introduction to Modal Logic written by M.J. Cresswell and published by Routledge. This book was released on 2012-08-06 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This long-awaited book replaces Hughes and Cresswell's two classic studies of modal logic: An Introduction to Modal Logic and A Companion to Modal Logic. A New Introduction to Modal Logic is an entirely new work, completely re-written by the authors. They have incorporated all the new developments that have taken place since 1968 in both modal propositional logic and modal predicate logic, without sacrificing tha clarity of exposition and approachability that were essential features of their earlier works. The book takes readers from the most basic systems of modal propositional logic right up to systems of modal predicate with identity. It covers both technical developments such as completeness and incompleteness, and finite and infinite models, and their philosophical applications, especially in the area of modal predicate logic.
Download or read book Introduction to the History of Computing written by Gerard O'Regan and published by Springer. This book was released on 2016-06-21 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tracing the story of computing from Babylonian counting boards to smartphones, this inspiring textbook provides a concise overview of the key events in the history of computing, together with discussion exercises to stimulate deeper investigation into this fascinating area. Features: provides chapter introductions, summaries, key topics, and review questions; includes an introduction to analogue and digital computers, and to the foundations of computing; examines the contributions of ancient civilisations to the field of computing; covers the first digital computers, and the earliest commercial computers, mainframes and minicomputers; describes the early development of the integrated circuit and the microprocessor; reviews the emergence of home computers; discusses the creation of the Internet, the invention of the smartphone, and the rise of social media; presents a short history of telecommunications, programming languages, operating systems, software engineering, artificial intelligence, and databases.
Download or read book Introduction to Probability and Statistics written by Dr. Jyoti Badge and published by Shashwat Publication. This book was released on 2023-09-01 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main objective of this book is to provide the students with a thorough understanding of topics included in the syllabus of Introduction to Probability and Statistics for CSE-Data Science (RAJIV GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL) Semester-III. The purpose of this book is to get students acquainted with statistical techniques. This book assists students in dealing with a variety of problems in various fields. The salient features of the book are as follows: * According to the prescribed syllabus. * Systematic and Simple. *Notation and Terminology are clearly explained. * All mathematical steps are explained in detail.
Download or read book Introduction to Digital Professional Mobile Radio written by Hans-Peter A. Ketterling and published by Artech House. This book was released on 2004 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are involved in the planning, design, testing, installation, maintenance, sales, or frequency management of digital PMR equipment and systems, this first-of-its-kind book is a smart choice. Written by one of the key developers of PMR, this essential reference provides comprehensive coverage of digital PMR systems, including the standards APCO 25, TETRA and DIIS and the proprietary systems ASTRO, EDACS, iDEN, MOBITEX II and TETRAPOL. Offering unique insight from the author's years of experience working with this technology, the book helps you gain a solid understanding of the transition from analogue to digital PMR. It provides you with methods for estimation coverage distance and bandwidth for digital PMR systems.
Download or read book Architectures for Intelligence written by Kurt Van Lehn and published by Psychology Press. This book was released on 2014-01-14 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique volume focuses on computing systems that exhibit intelligent behavior. As such, it discusses research aimed at building a computer that has the same cognitive architecture as the mind -- permitting evaluations of it as a model of the mind -- and allowing for comparisons between computer performance and experimental data on human performance. It also examines architectures that permit large, complex computations to be performed -- and questions whether the computer so structured can handle these difficult tasks intelligently.
Download or read book Enhancing Teaching in Higher Education written by Peter Hartley and published by Routledge. This book was released on 2005-03-10 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: An edited collection of innovative best practice in learning and teaching Covers all the 'need to know' areas, including new approaches to learning, advice on working with students and how to develop staff and students Will be ideal supplementary reading for postgraduate HE teaching qualifications, which all new UK lecturers will have to undertake from 2005 Innovative learning practice equally applicable to UK, Australian and US markets
Download or read book Introduction to Dietetic Practice written by Katie Ferraro and published by Momentum Press. This book was released on 2016-02-08 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Dietetic Practice focuses on the core principles of dietetic practice and introduces readers to advancements and opportunities in the field. The content includes an overview of the profession as it exists today, a summary of the history of dietetics in North America, a review of nutrition credential and educational pathways, career opportunities in the field, and a look at the future need for credentialed nutrition and dietetics professionals.
Download or read book Technology Supported Learning and Teaching A Staff Perspective written by O'Donoghue, John and published by IGI Global. This book was released on 2006-03-31 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book enumerates the difficulties in implementing technology within the educational curriculum in the context of institutional policy and procedures"--Provided by publisher.
Download or read book Introduction to Theory Driven Program Evaluation written by Stewart I. Donaldson and published by Routledge. This book was released on 2021-09-30 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Theory-Driven Program Evaluation provides a clear guide for practicing evaluation science, and numerous examples of how these evaluations actually unfold in contemporary practice. A special emphasis is placed how to conduct theory-driven program evaluations that are culturally responsive and strengths-focused. In this thoroughly revised new edition, author Stewart I. Donaldson provides a state-of-the art treatment of the basics of conducting theory-driven program evaluations. Each case follows a three-step model: developing program impact theory; formulating and prioritizing evaluation questions; and answering evaluation questions. The initial chapters discuss the evolution and popularity of theory-driven program evaluation, as well as step-by-step guide for culturally responsive and strengths-focused applications. Succeeding chapters provide actual cases and discuss the practical implications of theory-driven evaluation science. Reflections, challenges, and lessons learned across numerous cases from practices are discussed. The volume is of significant value to practicing evaluators, professors of introductory evaluation courses and their students, advanced undergraduate and graduate students, and serves as a text or a supplementary text for a wide range of evaluation and applied research courses. It is also of great interest to those interested in the connections between work and health, well-being, career development, human service organizations, and organizational improvement and effectiveness.
Download or read book An Introduction to Second Language Acquisition Research written by Diane Larsen-Freeman and published by Routledge. This book was released on 2014-09-25 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding how people learn and fail to learn second and foreign languages is increasingly recognised as a critical social and psycholinguistic issue. Second languages are vitally important to diverse groups of people, ranging from refugees to college students facing foreign language requirements. This book provides a synthesis of empirical findings on second and foreign language learning by children and adults, emphasising the design and execution of appropriate research.
Download or read book Strategies for Regenerating the Library and Information Profession written by Jana Varlejs and published by Walter de Gruyter. This book was released on 2009-08-17 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume comprises papers prepared for the 8th World Conference on Continuing Professional Development (Bologna, Italy, 18-20 August 2009). Within the broad theme of creating a positive work environment for a multi-generational workforce in library and information organizations, the conference addresses managing between and across generations, mentoring and coaching, attracting people to the profession and developing a new generation of leaders, re-skilling and transferability of skills, succession planning and passing on knowledge.
Download or read book The Computing Universe written by Anthony J. G. Hey and published by Cambridge University Press. This book was released on 2015 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This exciting and accessible book takes us on a journey from the early days of computers to the cutting-edge research of the present day that will shape computing in the coming decades. It introduces a fascinating cast of dreamers and inventors who brought these great technological developments into every corner of the modern world, and will open up the universe of computing to anyone who has ever wondered where his or her smartphone came from.
Download or read book Introduction to Human Resource Management written by Charles Leatherbarrow and published by Kogan Page Publishers. This book was released on 2018-10-03 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Human Resource Management is a comprehensive and accessible guide to the subject of HRM. Drawing on the authors' experiences in both the public and private sectors and underpinned by academic theory, this textbook follows the logical sequence of the employment cycle and shows how human resource management plays out in practice. It covers organizational culture, the role of the HR professional, HR planning, recruitment and selection, talent management, L&D, motivation and performance, health and safety, diversity and equality, employment law, change management and handling and managing information. With a range of pedagogical features, including contemporary case studies and review questions, Introduction to Human Resource Management maps to the CIPD Level 3 Foundation Certificate in HR Practice and is also ideal for foundation and undergraduate students encountering HRM for the first time. This fully updated 4th edition has been revised and expanded to include coverage of zero-hours contracts and the gig economy, social media and e-recruitment and the UK apprenticeship levy. Online supporting resources include an instructor's manual, lecture slides and students' resources including multiple choice questions, additional case studies and reflective questions for self-study.
