Interpretable Machine Learning

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Publisher : Lulu.com
ISBN 13 : 0244768528
Total Pages : 320 pages
Book Rating : 4.2/5 (447 download)

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Book Synopsis Interpretable Machine Learning by : Christoph Molnar

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.

Introductory Grammar of Amharic

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Publisher : Otto Harrassowitz Verlag
ISBN 13 : 9783447042710
Total Pages : 318 pages
Book Rating : 4.0/5 (427 download)

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Book Synopsis Introductory Grammar of Amharic by : Wolf Leslau

Download or read book Introductory Grammar of Amharic written by Wolf Leslau and published by Otto Harrassowitz Verlag. This book was released on 2000 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book closes the gap for beginners who want to study the Amharic language and had difficulties in finding the right grammar for this purpose: The first grammar of Amharic, the national language of Ethiopia, was published by Hiob Ludolf in 1698. The Amharic grammar published by Praetorius in 1879 is based on Amharic religious texts and on scattered material, usually composed by missionaries. A milestone in the study of Amharic is Marcel Cohen's Traite de langue amharique (1936), but this grammar, too is not completely suited for beginners since the author's generalizations are at times aimed at linguists. The grammar that comes closest to the concept of a beginner's grammar is that of C.H. Dawkin (1960), yet this grammar is extremely short, does not give examples and does not introduce the student to the intricacies of the language.The new book gives all the grammatical forms and the sentences of the present grammar in Amharic script and in phonetic transcription. The illustrative examples have a free and a literal translation. This procedure should likewise prove to be useful for the Semitist as well as for the general linguist.

Advanced Concrete Technology

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Publisher : John Wiley & Sons
ISBN 13 : 0470902434
Total Pages : 698 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Advanced Concrete Technology by : Zongjin Li

Download or read book Advanced Concrete Technology written by Zongjin Li and published by John Wiley & Sons. This book was released on 2011-01-11 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades concrete has enjoyed a renewed level of research and testing, resulting in the development of many new types of concrete. Through the use of various additives, production techniques and chemical processes, there is now a great degree of control over the properties of specific concretes for a wide range of applications. New theories, models and testing techniques have also been developed to push the envelope of concrete as a building material. There is no current textbook which brings all of these advancements together in a single volume. This book aims to bridge the gap between the traditional concrete technologies and the emerging state-of-the-art technologies which are gaining wider use.

Cyber Intelligence and Information Retrieval

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Publisher : Springer Nature
ISBN 13 : 9811642842
Total Pages : 630 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Cyber Intelligence and Information Retrieval by : João Manuel R. S. Tavares

Download or read book Cyber Intelligence and Information Retrieval written by João Manuel R. S. Tavares and published by Springer Nature. This book was released on 2021-09-28 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a collection of high-quality peer-reviewed research papers presented at International Conference on Cyber Intelligence and Information Retrieval (CIIR 2021), held at Institute of Engineering & Management, Kolkata, India during 20–21 May 2021. The book covers research papers in the field of privacy and security in the cloud, data loss prevention and recovery, high-performance networks, network security and cryptography, image and signal processing, artificial immune systems, information and network security, data science techniques and applications, data warehousing and data mining, data mining in dynamic environment, higher-order neural computing, rough set and fuzzy set theory, and nature-inspired computing techniques.

Studying Classroom Teaching as a Medium for Professional Development

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Publisher : National Academies Press
ISBN 13 : 0309082528
Total Pages : 273 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Studying Classroom Teaching as a Medium for Professional Development by : National Research Council

Download or read book Studying Classroom Teaching as a Medium for Professional Development written by National Research Council and published by National Academies Press. This book was released on 2002-08-09 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Mathematical Sciences Education Board (MSEB) and the U.S. National Commission on Mathematics Instruction (USNCMI) took advantage of a unique opportunity to bring educators together. In August 2000, following the Ninth International Congress on Mathematics Education (ICME-9) in Makuhari, Japan, MSEB and USNCMI capitalized on the presence of mathematics educators in attendance from the United States and Japan by holding a two and a half-day workshop on the professional development of mathematics teachers. This workshop used the expertise of the participants from the two countries to develop a better, more flexible, and more useful understanding of the knowledge that is needed to teach well and how to help teachers to obtain this knowledge. A major focus of the workshop was to discuss teachers' opportunities in both societies-using teaching practice as a medium for professional development. Another focus of the workshop addressed practice by considering the records of teaching, including videos of classroom lessons and cases describing teachers and their work. These proceedings reflect the activities and discussion of the workshop using both print and video to enable others to share in their experience

Probability and Statistics for Computer Scientists, Second Edition

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Publisher : CRC Press
ISBN 13 : 1439875901
Total Pages : 475 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Probability and Statistics for Computer Scientists, Second Edition by : Michael Baron

Download or read book Probability and Statistics for Computer Scientists, Second Edition written by Michael Baron and published by CRC Press. This book was released on 2013-08-05 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: Student-Friendly Coverage of Probability, Statistical Methods, Simulation, and Modeling Tools Incorporating feedback from instructors and researchers who used the previous edition, Probability and Statistics for Computer Scientists, Second Edition helps students understand general methods of stochastic modeling, simulation, and data analysis; make optimal decisions under uncertainty; model and evaluate computer systems and networks; and prepare for advanced probability-based courses. Written in a lively style with simple language, this classroom-tested book can now be used in both one- and two-semester courses. New to the Second Edition Axiomatic introduction of probability Expanded coverage of statistical inference, including standard errors of estimates and their estimation, inference about variances, chi-square tests for independence and goodness of fit, nonparametric statistics, and bootstrap More exercises at the end of each chapter Additional MATLAB® codes, particularly new commands of the Statistics Toolbox In-Depth yet Accessible Treatment of Computer Science-Related Topics Starting with the fundamentals of probability, the text takes students through topics heavily featured in modern computer science, computer engineering, software engineering, and associated fields, such as computer simulations, Monte Carlo methods, stochastic processes, Markov chains, queuing theory, statistical inference, and regression. It also meets the requirements of the Accreditation Board for Engineering and Technology (ABET). Encourages Practical Implementation of Skills Using simple MATLAB commands (easily translatable to other computer languages), the book provides short programs for implementing the methods of probability and statistics as well as for visualizing randomness, the behavior of random variables and stochastic processes, convergence results, and Monte Carlo simulations. Preliminary knowledge of MATLAB is not required. Along with numerous computer science applications and worked examples, the text presents interesting facts and paradoxical statements. Each chapter concludes with a short summary and many exercises.

Augmented Reality and Virtual Reality

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Publisher : Springer
ISBN 13 : 3030062465
Total Pages : 328 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Augmented Reality and Virtual Reality by : M. Claudia tom Dieck

Download or read book Augmented Reality and Virtual Reality written by M. Claudia tom Dieck and published by Springer. This book was released on 2019-02-19 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of the latest research in the area of immersive technologies, presented at the International Augmented and Virtual Reality Conference 2018 in Manchester, UK, and showcases how augmented reality (AR) and virtual reality (VR) are transforming the business landscape. Innovations in this field are seen as providing opportunities for businesses to offer their customers unique services and experiences. The papers gathered here advance the state of the art in AR/VR technologies and their applications in various industries such as healthcare, tourism, hospitality, events, fashion, entertainment, retail, education and gaming. The volume collects contributions by prominent computer and social sciences experts from around the globe. Addressing the most significant topics in the field of augmented and virtual reality and sharing the latest findings, it will be of interest to academics and practitioners alike.

Technology Entrepreneurship

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Publisher : Springer
ISBN 13 : 3319735098
Total Pages : 303 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Technology Entrepreneurship by : André Presse

Download or read book Technology Entrepreneurship written by André Presse and published by Springer. This book was released on 2018-03-22 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of expert articles explores the development drivers of new technology-based firms and projects. It provides perspectives for an in-depth understanding of how technological inventions lead to the creation of new and sustainable companies or business units. The authors address methods and concepts that help technology-based start-ups and entrepreneurial projects successfully develop innovative products and services.

Proceedings of 2nd International Conference on Intelligent Computing and Applications

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Publisher : Springer
ISBN 13 : 9811016453
Total Pages : 677 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Proceedings of 2nd International Conference on Intelligent Computing and Applications by : P. Deiva Sundari

Download or read book Proceedings of 2nd International Conference on Intelligent Computing and Applications written by P. Deiva Sundari and published by Springer. This book was released on 2016-10-12 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: Second International Conference on Intelligent Computing and Applications was the annual research conference aimed to bring together researchers around the world to exchange research results and address open issues in all aspects of Intelligent Computing and Applications. The main objective of the second edition of the conference for the scientists, scholars, engineers and students from the academia and the industry is to present ongoing research activities and hence to foster research relations between the Universities and the Industry. The theme of the conference unified the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in computational intelligence and bridges theoretical research concepts with applications. The conference covered vital issues ranging from intelligent computing, soft computing, and communication to machine learning, industrial automation, process technology and robotics. This conference also provided variety of opportunities for the delegates to exchange ideas, applications and experiences, to establish research relations and to find global partners for future collaboration.

A New Paradigm of the African State

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Publisher : Springer
ISBN 13 : 0230618316
Total Pages : 276 pages
Book Rating : 4.2/5 (36 download)

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Book Synopsis A New Paradigm of the African State by : M. Muiu

Download or read book A New Paradigm of the African State written by M. Muiu and published by Springer. This book was released on 2009-01-05 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a historical, multidisciplinary perspective on African political systems and institutions, ranging from Antiquity (Egypt, Kush and Axum) to the present with particular focus on their destruction through successive exogenous processes including the Atlantic slave trade, imperialism, colonialism and neo-colonialism or globalization.

Apartheid Guns and Money

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Publisher : Oxford University Press
ISBN 13 : 1787382486
Total Pages : 626 pages
Book Rating : 4.7/5 (873 download)

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Book Synopsis Apartheid Guns and Money by : Hennie van Vuuren

Download or read book Apartheid Guns and Money written by Hennie van Vuuren and published by Oxford University Press. This book was released on 2019-03-01 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: In its last decades, the apartheid regime was confronted with an existential threat. While internal resistance to the last whites-only government grew, mandatory international sanctions prohibited sales of strategic goods and arms to South Africa. To counter this, a global covert network of nearly fifty countries was built. In complete secrecy, allies in corporations, banks, governments and intelligence agencies across the world helped illegally supply guns and move cash in one of history's biggest money laundering schemes. Whistleblowers were assassinated and ordinary people suffered. Weaving together archival material, interviews and newly declassified documents, Apartheid Guns and Money exposes some of the darkest secrets of apartheid's economic crimes, their murderous consequences, and those who profited: heads of state, arms dealers, aristocrats, bankers, spies, journalists and secret lobbyists. These revelations, and the difficult questions they pose, will both allow and force the new South Africa to confront its past.

Weeping in the Playtime of Others

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Publisher : Ohio State University Press
ISBN 13 : 9780814250631
Total Pages : 300 pages
Book Rating : 4.2/5 (56 download)

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Book Synopsis Weeping in the Playtime of Others by : Kenneth Wooden

Download or read book Weeping in the Playtime of Others written by Kenneth Wooden and published by Ohio State University Press. This book was released on 2000 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the summer of 1972 through 1975, Kenneth Wooden visited correctional facilities in thirty states where juveniles between the ages of five and sixteen were being held. During his research he uncovered an astoundingly high incidence of emotional and physical abuse, torture, and commercial exploitation of the children by their keepers, individuals who received public funds to care for them. After observing the brutal treatment of these youths, a significant number of whom were not criminals but runaways or mentally disabled, Wooden described the conditions in which these children lived in Weeping in the Playtime of Others.

Deposition Checklists and Strategies

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (19 download)

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Book Synopsis Deposition Checklists and Strategies by : T. Evan Schaeffer

Download or read book Deposition Checklists and Strategies written by T. Evan Schaeffer and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides outlines and pattern questions to avoid missing valuable facts and improve discovery procedures. Includes summaries of primary law in every chapter, along with specific discovery questions for different types of deponents (i.e., experts, witnesses, doctors, other professionals, police, etc.). Also provides related discovery forms, such as interrogatories, requests to produce and admissions, and more.

The Complete Commodore Inner Space Anthology

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Publisher : Milton, Ont. : Transactor Pub.
ISBN 13 : 9780969208600
Total Pages : 122 pages
Book Rating : 4.2/5 (86 download)

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Book Synopsis The Complete Commodore Inner Space Anthology by : Hildon, Karl J. H

Download or read book The Complete Commodore Inner Space Anthology written by Hildon, Karl J. H and published by Milton, Ont. : Transactor Pub.. This book was released on 1985 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Agricultural Development Workers Training Manual: Extension skills

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Publisher :
ISBN 13 :
Total Pages : 388 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Agricultural Development Workers Training Manual: Extension skills by :

Download or read book Agricultural Development Workers Training Manual: Extension skills written by and published by . This book was released on 1982 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Library of Florida Family Law Forms

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Publisher : Daily Business Review
ISBN 13 : 9781576255070
Total Pages : 0 pages
Book Rating : 4.2/5 (55 download)

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Book Synopsis Library of Florida Family Law Forms by : Dolly Hernandez

Download or read book Library of Florida Family Law Forms written by Dolly Hernandez and published by Daily Business Review. This book was released on 2012-12-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Library of Florida Family Law Forms serves as a resource for family litigators in their everyday practice, and for general practitioners in their occasional family litigation matter. For ease of reference, the forms, depending on topic area, are set forth in separate chapters from the initial appearance leading up to the trial of the matter, and post-judgment issues. Library of Florida Family Law Forms includes over 150 sample documents and court forms in print and on CD: for divorce (equitable distribution of property, alimony, division of financial assets), child custody (visitation, protective orders, and paternity), domestic violence matters, attorney fees. These forms are presented in book and electronic format on a CD-ROM, which may be opened in MS Word. These forms may be edited to suit the unique facts and circumstances of each case. Use these forms as your templates and save valuable time drafting and typing.