Dive Into Algorithms
Dive Into Algorithms

Author: Bradford Tuckfield

Publisher: No Starch Press

Published: 2021-01-25

Total Pages: 250

ISBN-13: 1718500688

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Dive Into Algorithms is a broad introduction to algorithms using the Python Programming Language. Dive Into Algorithms is a wide-ranging, Pythonic tour of many of the world's most interesting algorithms. With little more than a bit of computer programming experience and basic high-school math, you'll explore standard computer science algorithms for searching, sorting, and optimization; human-based algorithms that help us determine how to catch a baseball or eat the right amount at a buffet; and advanced algorithms like ones used in machine learning and artificial intelligence. You'll even explore how ancient Egyptians and Russian peasants used algorithms to multiply numbers, how the ancient Greeks used them to find greatest common divisors, and how Japanese scholars in the age of samurai designed algorithms capable of generating magic squares. You'll explore algorithms that are useful in pure mathematics and learn how mathematical ideas can improve algorithms. You'll learn about an algorithm for generating continued fractions, one for quick calculations of square roots, and another for generating seemingly random sets of numbers. You'll also learn how to: Use algorithms to debug code, maximize revenue, schedule tasks, and create decision trees Measure the efficiency and speed of algorithms Generate Voronoi diagrams for use in various geometric applications Use algorithms to build a simple chatbot, win at board games, or solve sudoku puzzles Write code for gradient ascent and descent algorithms that can find the maxima and minima of functions Use simulated annealing to perform global optimization Build a decision tree to predict happiness based on a person's characteristics Once you've finished this book you'll understand how to code and implement important algorithms as well as how to measure and optimize their performance, all while learning the nitty-gritty details of today's most powerful algorithms.

Explorations in Computing
Explorations in Computing

Author: John S. Conery

Publisher: CRC Press

Published: 2011-06-27

Total Pages: 392

ISBN-13: 1439812632

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Based on the author’s introductory course at the University of Oregon, Explorations in Computing: An Introduction to Computer Science focuses on the fundamental idea of computation and offers insight into how computation is used to solve a variety of interesting and important real-world problems. Taking an active learning approach, the text encourages students to explore computing ideas by running programs and testing them on different inputs. It also features illustrations by Phil Foglio, winner of the 2009 and 2010 Hugo Award for Best Graphic Novel. Classroom-Tested Material The first four chapters introduce key concepts, such as algorithms and scalability, and hone practical lab skills for creating and using objects. In the remaining chapters, the author covers "divide and conquer" as a problem solving strategy, the role of data structures, issues related to encoding data, computer architecture, random numbers, challenges for natural language processing, computer simulation, and genetic algorithms. Through a series of interactive projects in each chapter, students can experiment with one or more algorithms that illustrate the main topic. Requiring no prior experience with programming, these projects show students how algorithms provide computational solutions to real-world problems. Web Resource The book’s website at www.cs.uoregon.edu/eic presents numerous ancillaries. The lab manual offers step-by-step instructions for installing Ruby and the RubyLabs gem with Windows XP, Mac OS X, and Linux. The manual includes tips for editing programs and running commands in a terminal emulator. The site also provides online documentation of all the modules in the RubyLabs gem. Once the gem is installed, the documentation can be read locally by a web browser. After working through the in-depth examples in this textbook, students will gain a better overall understanding of what computer science is about and how computer scientists think about problems.

Statistics
Statistics

Author: The Experts at Dummies

Publisher: John Wiley & Sons

Published: 2014-08-04

Total Pages: 506

ISBN-13: 1118776046

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1,001 practice opportunities to score higher in statistics 1,001 Statistics Practice Problems For Dummies takes you beyond the instruction and guidance offered in Statistics For Dummies to give you a more hands-on understanding of statistics. The practice problems offered range in difficulty, including detailed explanations and walk-throughs. In this series, every step of every solution is shown with explanations and detailed narratives to help you solve each problem. With the book purchase, you’ll also get access to practice statistics problems online. This content features 1,001 practice problems presented in multiple choice format; on-the-go access from smart phones, computers, and tablets; customizable practice sets for self-directed study; practice problems categorized as easy, medium, or hard; and a one-year subscription with book purchase. Offers on-the-go access to practice statistics problems Gives you friendly, hands-on instruction 1,001 statistics practice problems that range in difficulty 1,001 Statistics Practice Problems For Dummies provides ample practice opportunities for students who may have taken statistics in high school and want to review the most important concepts as they gear up for a faster-paced college class.

Reality Rules, The Fundamentals
Reality Rules, The Fundamentals

Author: John Casti

Publisher: John Wiley & Sons

Published: 1997-03-27

Total Pages: 414

ISBN-13: 9780471184355

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Die beiden ursprünglich 1992 veröffentlichten Bände liegen nun in zusammengefaßter Paperback-Form vor. Reality Rules beleuchten die Syntax und die Semantik der Sprache, in der mathematische Modellierungsregeln niedergelegt werden. Eine Vielzahl von Beispielen zeigt praktische Anwendungen auf; auch ein Lösungsband zur Unterstützung des Selbststudiums ist erhältlich.

Here's How to Treat Childhood Apraxia of Speech, Third Edition
Here's How to Treat Childhood Apraxia of Speech, Third Edition

Author: Margaret Fish

Publisher: Plural Publishing

Published: 2022-10-18

Total Pages: 417

ISBN-13: 1635502845

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Here’s How to Treat Childhood Apraxia of Speech, Third Edition offers clinicians and students of speech-language pathology (SLP) a comprehensive look at the assessment, differential diagnosis, and treatment of childhood apraxia of speech (CAS). This book helps guide the SLP on which assessment tasks will provide the information needed to make a confident diagnosis of CAS at different stages of development, as well as best practices for treatment of CAS. The authors take a deep dive into application of evidence-based treatment strategies for children with CAS, and move beyond theoretical ideas to provide recommendations of specific activities to facilitate improved speech praxis in children across age groups, making this book extremely informative and practical. This latest edition maintains the original intention of the prior editions—to provide clinicians and students with a holistic look at the complex needs of children with CAS and to offer practical ideas for evaluation and treatment. The amount of new research over the past several years has been substantial. Fortunately for the readers, Here’s How to Treat Childhood Apraxia of Speech, Third Edition summarizes the most current research regarding the nature of CAS, best practices in evaluation, and effective treatment strategies to give clinicians greater confidence in working with children with this complex speech disorder. New to the Third Edition * Updates to reflect the current research findings related to the genetic and neurogenic correlates of CAS, as well as the features of CAS that are most sensitive and specific to consider when making a differential diagnosis * New chapters on unique needs of children with co-occurring challenges, such as ADHD, dysarthria, and developmental coordination disorder, and treatment of CAS via telepractice * Videos Disclaimer: Please note that ancillary content (such as documents, forms, etc.) may not be included as published in the original print version of this book.

Quantitative Problem Solving Methods in the Airline Industry
Quantitative Problem Solving Methods in the Airline Industry

Author: Cynthia Barnhart

Publisher: Springer Science & Business Media

Published: 2011-12-22

Total Pages: 461

ISBN-13: 1461416086

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This book reviews Operations Research theory, applications and practice in seven major areas of airline planning and operations. In each area, a team of academic and industry experts provides an overview of the business and technical landscape, a view of current best practices, a summary of open research questions and suggestions for relevant future research. There are several common themes in current airline Operations Research efforts. First is a growing focus on the customer in terms of: 1) what they want; 2) what they are willing to pay for services; and 3) how they are impacted by planning, marketing and operational decisions. Second, as algorithms improve and computing power increases, the scope of modeling applications expands, often re-integrating processes that had been broken into smaller parts in order to solve them in the past. Finally, there is a growing awareness of the uncertainty in many airline planning and operational processes and decisions. Airlines now recognize the need to develop ‘robust’ solutions that effectively cover many possible outcomes, not just the best case, “blue sky” scenario. Individual chapters cover: Customer Modeling methodologies, including current and emerging applications. Airline Planning and Schedule Development, with a look at many remaining open research questions. Revenue Management, including a view of current business and technical landscapes, as well as suggested areas for future research. Airline Distribution -- a comprehensive overview of this newly emerging area. Crew Management Information Systems, including a review of recent algorithmic advances, as well as the development of information systems that facilitate the integration of crew management modeling with airline planning and operations. Airline Operations, with consideration of recent advances and successes in solving the airline operations problem. Air Traffic Flow Management, including the modeling environment and opportunities for both Air Traffic Flow Management and the airlines.