Patterns, Predictions, and Actions: Foundations of Machine Learning

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Publisher : Princeton University Press
ISBN 13 : 0691233721
Total Pages : 321 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Patterns, Predictions, and Actions: Foundations of Machine Learning by : Moritz Hardt

Download or read book Patterns, Predictions, and Actions: Foundations of Machine Learning written by Moritz Hardt and published by Princeton University Press. This book was released on 2022-08-23 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts Patterns, Predictions, and Actions introduces graduate students to the essentials of machine learning while offering invaluable perspective on its history and social implications. Beginning with the foundations of decision making, Moritz Hardt and Benjamin Recht explain how representation, optimization, and generalization are the constituents of supervised learning. They go on to provide self-contained discussions of causality, the practice of causal inference, sequential decision making, and reinforcement learning, equipping readers with the concepts and tools they need to assess the consequences that may arise from acting on statistical decisions. Provides a modern introduction to machine learning, showing how data patterns support predictions and consequential actions Pays special attention to societal impacts and fairness in decision making Traces the development of machine learning from its origins to today Features a novel chapter on machine learning benchmarks and datasets Invites readers from all backgrounds, requiring some experience with probability, calculus, and linear algebra An essential textbook for students and a guide for researchers

Metamath: A Computer Language for Mathematical Proofs

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Publisher : Lulu.com
ISBN 13 : 0359702236
Total Pages : 250 pages
Book Rating : 4.3/5 (597 download)

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Book Synopsis Metamath: A Computer Language for Mathematical Proofs by : Norman Megill

Download or read book Metamath: A Computer Language for Mathematical Proofs written by Norman Megill and published by Lulu.com. This book was released on 2019 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metamath is a computer language and an associated computer program for archiving, verifying, and studying mathematical proofs. The Metamath language is simple and robust, with an almost total absence of hard-wired syntax, and we believe that it provides about the simplest possible framework that allows essentially all of mathematics to be expressed with absolute rigor. While simple, it is also powerful; the Metamath Proof Explorer (MPE) database has over 23,000 proven theorems and is one of the top systems in the "Formalizing 100 Theorems" challenge. This book explains the Metamath language and program, with specific emphasis on the fundamentals of the MPE database.

Getting Started with SQL

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491938560
Total Pages : 144 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Getting Started with SQL by : Thomas Nield

Download or read book Getting Started with SQL written by Thomas Nield and published by "O'Reilly Media, Inc.". This book was released on 2016-02-11 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Businesses are gathering data today at exponential rates and yet few people know how to access it meaningfully. If you’re a business or IT professional, this short hands-on guide teaches you how to pull and transform data with SQL in significant ways. You will quickly master the fundamentals of SQL and learn how to create your own databases. Author Thomas Nield provides exercises throughout the book to help you practice your newfound SQL skills at home, without having to use a database server environment. Not only will you learn how to use key SQL statements to find and manipulate your data, but you’ll also discover how to efficiently design and manage databases to meet your needs. You’ll also learn how to: Explore relational databases, including lightweight and centralized models Use SQLite and SQLiteStudio to create lightweight databases in minutes Query and transform data in meaningful ways by using SELECT, WHERE, GROUP BY, and ORDER BY Join tables to get a more complete view of your business data Build your own tables and centralized databases by using normalized design principles Manage data by learning how to INSERT, DELETE, and UPDATE records

Market Leader Pre-Intermediate Teachers Book WSI

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Publisher :
ISBN 13 : 9781447955009
Total Pages : 216 pages
Book Rating : 4.9/5 (55 download)

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Book Synopsis Market Leader Pre-Intermediate Teachers Book WSI by : BILL. MASCULL

Download or read book Market Leader Pre-Intermediate Teachers Book WSI written by BILL. MASCULL and published by . This book was released on 2013-04-12 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Excel for Scientists and Engineers

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Publisher : John Wiley & Sons
ISBN 13 : 0470126701
Total Pages : 480 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Excel for Scientists and Engineers by : E. Joseph Billo

Download or read book Excel for Scientists and Engineers written by E. Joseph Billo and published by John Wiley & Sons. This book was released on 2007-03-16 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to fully harness the power of Microsoft Excel® to perform scientific and engineering calculations With this text as your guide, you can significantly enhance Microsoft Excel's® capabilities to execute the calculations needed to solve a variety of chemical, biochemical, physical, engineering, biological, and medicinal problems. The text begins with two chapters that introduce you to Excel's Visual Basic for Applications (VBA) programming language, which allows you to expand Excel's® capabilities, although you can still use the text without learning VBA. Following the author's step-by-step instructions, here are just a few of the calculations you learn to perform: Use worksheet functions to work with matrices Find roots of equations and solve systems of simultaneous equations Solve ordinary differential equations and partial differential equations Perform linear and non-linear regression Use random numbers and the Monte Carlo method This text is loaded with examples ranging from very basic to highly sophisticated solutions. More than 100 end-of-chapter problems help you test and put your knowledge to practice solving real-world problems. Answers and explanatory notes for most of the problems are provided in an appendix. The CD-ROM that accompanies this text provides several useful features: All the spreadsheets, charts, and VBA code needed to perform the examples from the text Solutions to most of the end-of-chapter problems An add-in workbook with more than twenty custom functions This text does not require any background in programming, so it is suitable for both undergraduate and graduate courses. Moreover, practitioners in science and engineering will find that this guide saves hours of time by enabling them to perform most of their calculations with one familiar spreadsheet package

IBM FileNet P8 Platform and Architecture

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Publisher :
ISBN 13 :
Total Pages : 384 pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis IBM FileNet P8 Platform and Architecture by : Wei-Dong Jackie Zhu

Download or read book IBM FileNet P8 Platform and Architecture written by Wei-Dong Jackie Zhu and published by . This book was released on 2011 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Lakeland:

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Publisher : Arcadia Publishing
ISBN 13 : 1439622744
Total Pages : 132 pages
Book Rating : 4.4/5 (396 download)

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Book Synopsis Lakeland: by : Lakeland Community Heritage Project Inc.

Download or read book Lakeland: written by Lakeland Community Heritage Project Inc. and published by Arcadia Publishing. This book was released on 2012-09-18 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lakeland, the historical African American community of College Park, was formed around 1890 on the doorstep of the Maryland Agricultural College, now the University of Maryland, in northern Prince George's County. Located less than 10 miles from Washington, D.C., the community began when the area was largely rural and overwhelmingly populated by European Americans. Lakeland is one of several small, African American communities along the U.S. Route 1 corridor between Washington, D.C., and Laurel, Maryland. With Lakeland's central geographic location and easy access to train and trolley transportation, it became a natural gathering place for African American social and recreational activities, and it thrived until its self-contained uniqueness was undermined by the federal government's urban renewal program and by societal change. The story of Lakeland is the tale of a community that was established and flourished in a segregated society and developed its own institutions and traditions, including the area's only high school for African Americans, built in 1928.

Advanced Wireless Communications

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Publisher : John Wiley & Sons
ISBN 13 : 9780470512876
Total Pages : 890 pages
Book Rating : 4.5/5 (128 download)

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Book Synopsis Advanced Wireless Communications by : Savo G. Glisic

Download or read book Advanced Wireless Communications written by Savo G. Glisic and published by John Wiley & Sons. This book was released on 2007-06-13 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fully revised and updated version of the successful "AdvancedWireless Communications" Wireless communications continue to attract the attention ofboth research community and industry. Since the first edition waspublished significant research and industry activities have broughtthe fourth generation (4G) of wireless communications systemscloser to implementation and standardization. "Advanced Wireless Communications" continues to provide acomparative study of enabling technologies for 4G. This secondedition has been revised and updated and now includes additionalinformation on the components of common air interface, includingthe area of space time coding , multicarrier modulation especiallyOFDM, MIMO, cognitive radio and cooperative transmission. Ideal for students and engineers in research and development inthe field of wireless communications, the second edition ofAdvanced Wireless Communications also gives an understanding tocurrent approaches for engineers in telecomm operators, governmentand regulatory institutions. New features include: Brand new chapter covering linear precoding in MIMO channelsbased on convex optimization theory. Material based on game theory modelling encompassing problemsof adjacent cell interference, flexible spectra sharing andcooperation between the nodes in ad hoc networks. Presents and discusses the latest schemes for interferencesuppression in ultra wide band (UWB) cognitive systems. Discusses the cooperative transmission and more details onpositioning.

Chemical Engineering Design

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Publisher : Elsevier
ISBN 13 : 0080966608
Total Pages : 1321 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Chemical Engineering Design by : Gavin Towler

Download or read book Chemical Engineering Design written by Gavin Towler and published by Elsevier. This book was released on 2012-01-25 with total page 1321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemical Engineering Design, Second Edition, deals with the application of chemical engineering principles to the design of chemical processes and equipment. Revised throughout, this edition has been specifically developed for the U.S. market. It provides the latest US codes and standards, including API, ASME and ISA design codes and ANSI standards. It contains new discussions of conceptual plant design, flowsheet development, and revamp design; extended coverage of capital cost estimation, process costing, and economics; and new chapters on equipment selection, reactor design, and solids handling processes. A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data, and Excel spreadsheet calculations, plus over 150 Patent References for downloading from the companion website. Extensive instructor resources, including 1170 lecture slides and a fully worked solutions manual are available to adopting instructors. This text is designed for chemical and biochemical engineering students (senior undergraduate year, plus appropriate for capstone design courses where taken, plus graduates) and lecturers/tutors, and professionals in industry (chemical process, biochemical, pharmaceutical, petrochemical sectors). New to this edition: - Revised organization into Part I: Process Design, and Part II: Plant Design. The broad themes of Part I are flowsheet development, economic analysis, safety and environmental impact and optimization. Part II contains chapters on equipment design and selection that can be used as supplements to a lecture course or as essential references for students or practicing engineers working on design projects. - New discussion of conceptual plant design, flowsheet development and revamp design - Significantly increased coverage of capital cost estimation, process costing and economics - New chapters on equipment selection, reactor design and solids handling processes - New sections on fermentation, adsorption, membrane separations, ion exchange and chromatography - Increased coverage of batch processing, food, pharmaceutical and biological processes - All equipment chapters in Part II revised and updated with current information - Updated throughout for latest US codes and standards, including API, ASME and ISA design codes and ANSI standards - Additional worked examples and homework problems - The most complete and up to date coverage of equipment selection - 108 realistic commercial design projects from diverse industries - A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data and Excel spreadsheet calculations plus over 150 Patent References, for downloading from the companion website - Extensive instructor resources: 1170 lecture slides plus fully worked solutions manual available to adopting instructors

Geospatial Thinking

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Publisher : Springer Science & Business Media
ISBN 13 : 3642123260
Total Pages : 427 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Geospatial Thinking by : Marco Painho

Download or read book Geospatial Thinking written by Marco Painho and published by Springer Science & Business Media. This book was released on 2010-07-20 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the fourth consecutive year, the Association of Geographic Infor- tion Laboratories for Europe (AGILE) promoted the edition of a book with the collection of the scientific papers that were submitted as full-papers to the AGILE annual international conference. Those papers went through a th competitive review process. The 13 AGILE conference call for fu- papers of original and unpublished fundamental scientific research resulted in 54 submissions, of which 21 were accepted for publication in this - lume (acceptance rate of 39%). Published in the Springer Lecture Notes in Geoinformation and Car- th graphy, this book is associated to the 13 AGILE Conference on G- graphic Information Science, held in 2010 in Guimarães, Portugal, under the title “Geospatial Thinking”. The efficient use of geospatial information and related technologies assumes the knowledge of concepts that are fundamental components of Geospatial Thinking, which is built on reasoning processes, spatial conc- tualizations, and representation methods. Geospatial Thinking is associated with a set of cognitive skills consisting of several forms of knowledge and cognitive operators used to transform, combine or, in any other way, act on that same knowledge. The scientific papers published in this volume cover an important set of topics within Geoinformation Science, including: Representation and Visualisation of Geographic Phenomena; Spatiotemporal Data Analysis; Geo-Collaboration, Participation, and Decision Support; Semantics of Geoinformation and Knowledge Discovery; Spatiotemporal Modelling and Reasoning; and Web Services, Geospatial Systems and Real-time Appli- tions.

Principles of Solar Engineering, Second Edition

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Publisher : CRC Press
ISBN 13 : 9781560327141
Total Pages : 718 pages
Book Rating : 4.3/5 (271 download)

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Book Synopsis Principles of Solar Engineering, Second Edition by : D. Yogi Goswami

Download or read book Principles of Solar Engineering, Second Edition written by D. Yogi Goswami and published by CRC Press. This book was released on 2000-01-01 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Principles of Solar Engineering covers the latest developments in a broad range of topics of interest to students and professionals interested in solar energy applications. With the scientific fundamentals included, the book covers important areas such as heating and cooling, passive solar applications, detoxification and biomass energy conversion. This comprehensive textbook provides examples of methods of solar engineering from around the world and includes examples, solutions and data applicable to international solar energy issues. A solutions manual is available to qualified instructors.

Managing Lakes and Reservoirs

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Publisher : University of Wisconsin Press
ISBN 13 :
Total Pages : 400 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Managing Lakes and Reservoirs by : North American Lake Management Society

Download or read book Managing Lakes and Reservoirs written by North American Lake Management Society and published by University of Wisconsin Press. This book was released on 2001 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for the lake user, this third edition testifies to the success and the leadership of EPA's Clean Lakes Program.

Swimming and Water Safety

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Publisher : St. Louis, Mo. ; Toronto : Mosby Lifeline
ISBN 13 : 9780815114987
Total Pages : 324 pages
Book Rating : 4.1/5 (149 download)

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Book Synopsis Swimming and Water Safety by : Canadian Red Cross Society

Download or read book Swimming and Water Safety written by Canadian Red Cross Society and published by St. Louis, Mo. ; Toronto : Mosby Lifeline. This book was released on 1995 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discusses the history and techniques of swimming and diving, safety rescue techniques, and skills for a variety of aquatic activities.

Work in the Digital Age

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Publisher : Policy Network
ISBN 13 : 9781786609069
Total Pages : 0 pages
Book Rating : 4.6/5 (9 download)

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Book Synopsis Work in the Digital Age by : Max Neufeind

Download or read book Work in the Digital Age written by Max Neufeind and published by Policy Network. This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book sets out to explore the emerging consequences of the so called '4th Industrial Revolution for the organisation of work and welfare.

Role Plays for Today

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Publisher : Delta Publishing Company(IL)
ISBN 13 : 9781900783996
Total Pages : 89 pages
Book Rating : 4.7/5 (839 download)

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Book Synopsis Role Plays for Today by : Jason Anderson

Download or read book Role Plays for Today written by Jason Anderson and published by Delta Publishing Company(IL). This book was released on 2006 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides teacher of English as a Foreign or Second language with 40 role plays, for use with adult and teenage students.

New Headway: Pre-Intermediate Fourth Edition: Student's Book A

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Publisher : OUP Oxford
ISBN 13 : 9780194769563
Total Pages : 0 pages
Book Rating : 4.7/5 (695 download)

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Book Synopsis New Headway: Pre-Intermediate Fourth Edition: Student's Book A by : John Soars

Download or read book New Headway: Pre-Intermediate Fourth Edition: Student's Book A written by John Soars and published by OUP Oxford. This book was released on 2012-06-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first ever 4th edition from the world's most trusted course - New Headway Pre Intermediate, completely rewritten and packed with new material.

Best Practice Elementary

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Publisher : Heinle & Heinle Publishers
ISBN 13 : 9781413009026
Total Pages : 0 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Best Practice Elementary by : Bill Mascull

Download or read book Best Practice Elementary written by Bill Mascull and published by Heinle & Heinle Publishers. This book was released on 2004-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Best Practice is a four-level business English course designed for both pre-work and in-work students. It uses realistic, international contexts to train learners in the English needed for both the professional and personal sides of modern business life