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The Algorithm Design Manual

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Author : Steven S Skiena
Category : Computers
Publisher : Springer Science & Business Media
Published : 2009-04-05
ISBN : 9781848000704
Type : PDF & EPUB
Page : 730
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Reviews book: This newly expanded and updated second edition of the best-selling classic continues to take the "mystery" out of designing algorithms, and analyzing their efficacy and efficiency. Expanding on the first edition, the book now serves as the primary textbook of choice for algorithm design courses while maintaining its status as the premier practical reference guide to algorithms for programmers, researchers, and students. The reader-friendly Algorithm Design Manual provides straightforward access to combinatorial algorithms technology, stressing design over analysis. The first part, Techniques, provides accessible instruction on methods for designing and analyzing computer algorithms. The second part, Resources, is intended for browsing and reference, and comprises the catalog of algorithmic resources, implementations and an extensive bibliography. NEW to the second edition: • Doubles the tutorial material and exercises over the first edition • Provides full online support for lecturers, and a completely updated and improved website component with lecture slides, audio and video • Contains a unique catalog identifying the 75 algorithmic problems that arise most often in practice, leading the reader down the right path to solve them • Includes several NEW "war stories" relating experiences from real-world applications • Provides up-to-date links leading to the very best algorithm implementations available in C, C++, and Java

The Data Science Design Manual

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Author : Steven S. Skiena
Category : Computers
Publisher : Springer
Published : 2017-07-01
ISBN : 9783319554440
Type : PDF & EPUB
Page : 445
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Reviews book: This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)

The Algorithm Design Manual With Cd

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Author : Skiena
Category :
Publisher :
Published : 2007-08-01
ISBN : 8181287371
Type : PDF & EPUB
Page : 486
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Programming Challenges

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Author : Steven S Skiena
Category : Computers
Publisher : Springer Science & Business Media
Published : 2006-04-18
ISBN : 9780387220819
Type : PDF & EPUB
Page : 376
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Reviews book: There are many distinct pleasures associated with computer programming. Craftsmanship has its quiet rewards, the satisfaction that comes from building a useful object and making it work. Excitement arrives with the flash of insight that cracks a previously intractable problem. The spiritual quest for elegance can turn the hacker into an artist. There are pleasures in parsimony, in squeezing the last drop of performance out of clever algorithms and tight coding. The games, puzzles, and challenges of problems from international programming competitions are a great way to experience these pleasures while improving your algorithmic and coding skills. This book contains over 100 problems that have appeared in previous programming contests, along with discussions of the theory and ideas necessary to attack them. Instant online grading for all of these problems is available from two WWW robot judging sites. Combining this book with a judge gives an exciting new way to challenge and improve your programming skills. This book can be used for self-study, for teaching innovative courses in algorithms and programming, and in training for international competition. The problems in this book have been selected from over 1,000 programming problems at the Universidad de Valladolid online judge. The judge has ruled on well over one million submissions from 27,000 registered users around the world to date. We have taken only the best of the best, the most fun, exciting, and interesting problems available.

7 Algorithm Design Paradigms Solution Manual

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Author : Sung-Hyuk Cha
Category : Computers
Publisher : Cha Academy llc
Published :
ISBN : 9781735168029
Type : PDF & EPUB
Page : 557
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Reviews book: This solution manual is to accompany the book entitled “7 Algorithm Design Paradigms.” It is strongly recommended that students attempt the exercises without this solution manual, in order to improve their knowledge and skills.

7 Algorithm Design Paradigms

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Author : Sung-Hyuk Cha
Category : Computers
Publisher : Cha Academy llc
Published : 2020-06-01
ISBN : 9781735168005
Type : PDF & EPUB
Page : 798
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Reviews book: The intended readership includes both undergraduate and graduate students majoring in computer science as well as researchers in the computer science area. The book is suitable either as a textbook or as a supplementary book in algorithm courses. Over 400 computational problems are covered with various algorithms to tackle them. Rather than providing students simply with the best known algorithm for a problem, this book presents various algorithms for readers to master various algorithm design paradigms. Beginners in computer science can train their algorithm design skills via trivial algorithms on elementary problem examples. Graduate students can test their abilities to apply the algorithm design paradigms to devise an efficient algorithm for intermediate-level or challenging problems. Key Features: Dictionary of computational problems: A table of over 400 computational problems with more than 1500 algorithms is provided. Indices and Hyperlinks: Algorithms, computational problems, equations, figures, lemmas, properties, tables, and theorems are indexed with unique identification numbers and page numbers in the printed book and hyperlinked in the e-book version. Extensive Figures: Over 435 figures illustrate the algorithms and describe computational problems. Comprehensive exercises: More than 352 exercises help students to improve their algorithm design and analysis skills. The answers for most questions are available in the accompanying solution manual.

The Algorithm Design

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Author : Amro Solima
Category :
Publisher : Independently Published
Published : 2020-02-02
ISBN : 9798608161865
Type : PDF & EPUB
Page : 50
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Reviews book: What are the algorithms and why do you have to learn them before you learn any programming language?The algorithms are called Algorithms in EnglishThe first thing you should know is that the algorithm is not a programming language, it is methods of analysis and thinking that we have to follow so you can write the code properlyWhat's the problem with everyone being afraid of programming?Most people who try to learn programming you see them they go straight in the wrong direction, they start to directly study a particular programming language (such as Java, C, C) without being exposed to the principles of basic programming, and without that they put the basic ideas of the program, then analyzed and performed one after the other

Algorithm Design

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Author : Jon Kleinberg
Category : Computers
Publisher : Addison-Wesley Longman
Published : 2006
ISBN : 0321295358
Type : PDF & EPUB
Page : 838
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Reviews book: "Algorithm Design takes a fresh approach to the algorithms course, introducing algorithmic ideas through the real-world problems that motivate them. In a clear, direct style, Jon Kleinberg and Eva Tardos teach students to analyze and define problems for themselves, and from this to recognize which design principles are appropriate for a given situation. The text encourages a greater understanding of the algorithm design process and an appreciation of the role of algorithms in the broader field of computer science." --Book Jacket.

Calculated Bets

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Author : Steven S. Skiena
Category : Computers
Publisher : Cambridge University Press
Published : 2001-08-06
ISBN : 0521009626
Type : PDF & EPUB
Page : 252
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Reviews book: This is a book about a gambling system that works. It tells the story of how the author used computer simulations and mathematical modeling techniques to predict the outcome of jai-alai matches and bet on them successfully - increasing his initial stake by over 500% in one year! His results can work for anyone: at the end of the book he tells the best way to watch jai-alai, and how to bet on it. With humour and enthusiasm, Skiena details a life-long fascination with computer predictions and sporting events. Along the way, he discusses other gambling systems, both successful and unsuccessful, for such games as lotto, roulette, blackjack, and the stock market. Indeed, he shows how his jai-alai system functions just like a miniature stock trading system. Do you want to learn about program trading systems, the future of Internet gambling, and the real reason brokerage houses don't offer mutual funds that invest at racetracks and frontons? How mathematical models are used in political polling? The difference between correlation and causation? If you are curious about gambling and mathematics, odds are this book is for you!

Computational Discrete Mathematics

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Author : Sriram Pemmaraju
Category : Computers
Publisher : Cambridge University Press
Published : 2009-10-15
ISBN : 9781107268715
Type : PDF & EPUB
Page :
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Reviews book: This book was first published in 2003. Combinatorica, an extension to the popular computer algebra system Mathematica®, is the most comprehensive software available for teaching and research applications of discrete mathematics, particularly combinatorics and graph theory. This book is the definitive reference/user's guide to Combinatorica, with examples of all 450 Combinatorica functions in action, along with the associated mathematical and algorithmic theory. The authors cover classical and advanced topics on the most important combinatorial objects: permutations, subsets, partitions, and Young tableaux, as well as all important areas of graph theory: graph construction operations, invariants, embeddings, and algorithmic graph theory. In addition to being a research tool, Combinatorica makes discrete mathematics accessible in new and exciting ways to a wide variety of people, by encouraging computational experimentation and visualization. The book contains no formal proofs, but enough discussion to understand and appreciate all the algorithms and theorems it contains.