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Estructuras De Datos Y Algoritmos Con Python
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Book Synopsis Colecciones de datos y algoritmos en Python: de cero al infinito by : Silvia Guardati Buemo
Download or read book Colecciones de datos y algoritmos en Python: de cero al infinito written by Silvia Guardati Buemo and published by Marcombo. This book was released on 2022-10-19 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solucionar uno mismo los problemas derivados del análisis de las colecciones de datos por medio del diseño de algoritmos es esencial para evolucionar como programador, así como saber implementar dichas soluciones utilizando el lenguaje de programación Python. Si quiere aprender nuevas formas de representar datos, su manejo y su uso en la solución de problemas, este libro le proporcionará todo lo que necesita. En él se mantiene la premisa de que enseñar a programar debe ir más allá de explicar un lenguaje de programación, debe desarrollar la capacidad de análisis, despertar el interés por diseñar soluciones eficaces y eficientes, promover la escritura de código agradable de leer y, por lo tanto, fácil de mantener y evolucionar, y debe convencer acerca de la importancia de probar todos los algoritmos, para asegurarse de que funcionan correctamente. Este manual se organiza en cuatro capítulos: el primero está dedicado a las listas; el segundo, a los conjuntos; el tercero, a los diccionarios, y el cuarto, a los arreglos. Cada tema se desarrolla poniendo especial énfasis en el concepto, dado que lo importante es entender la teoría para luego poder llevarla a la práctica y usarla en el diseño de algoritmos con éxito. Además, todos los programas escritos en Python, presentados como ejemplos o como solución a los problemas, pueden consultarse en un repositorio de GitHub. Sin duda, este es un libro imprescindible para todos aquellos que tengan conocimientos básicos de algorítmica y quieran profundizar en esta área. También se ajusta muy bien a materias de ciencias de la computación dedicadas a la enseñanza del desarrollo de algoritmos y su implementación usando lenguajes de programación, por lo que es el manual ideal para las primeras materias de cualquier plan de estudios que incluya este campo del saber. Si antes de profundizar en este libro quiere asentar las bases del pensamiento algorítmico e introducirse en algunos de los elementos básicos del lenguaje, le recomendamos el libro Aprende a programar en Python: de cero al infinito.
Book Synopsis Data Structures and Algorithms in Python by : Michael T. Goodrich
Download or read book Data Structures and Algorithms in Python written by Michael T. Goodrich and published by Wiley Global Education. This book was released on 2013-06-17 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the authors' market leading data structures books in Java and C++, this book offers a comprehensive, definitive introduction to data structures in Python by authoritative authors. Data Structures and Algorithms in Python is the first authoritative object-oriented book available for Python data structures. Designed to provide a comprehensive introduction to data structures and algorithms, including their design, analysis, and implementation, the text will maintain the same general structure as Data Structures and Algorithms in Java and Data Structures and Algorithms in C++. Begins by discussing Python's conceptually simple syntax, which allows for a greater focus on concepts. Employs a consistent object-oriented viewpoint throughout the text. Presents each data structure using ADTs and their respective implementations and introduces important design patterns as a means to organize those implementations into classes, methods, and objects. Provides a thorough discussion on the analysis and design of fundamental data structures. Includes many helpful Python code examples, with source code provided on the website. Uses illustrations to present data structures and algorithms, as well as their analysis, in a clear, visual manner. Provides hundreds of exercises that promote creativity, help readers learn how to think like programmers, and reinforce important concepts. Contains many Python-code and pseudo-code fragments, and hundreds of exercises, which are divided into roughly 40% reinforcement exercises, 40% creativity exercises, and 20% programming projects.
Book Synopsis Estructura de datos by : Enrique Gómez Jiménez
Download or read book Estructura de datos written by Enrique Gómez Jiménez and published by Alpha Editorial. This book was released on 2023-03-23 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: La estructura de datos es uno de los pilares fundamentales de la ciencia de la computación y es esencial para el diseño y la implementación de algoritmos eficientes y escalables. La eficacia de un programa depende en gran medida de la elección correcta de las estructuras de datos adecuadas para el problema a resolver. Este libro es una guía práctica para el aprendizaje y la comprensión de las estructuras de datos esenciales, desde las más básicas, como arreglos y listas, hasta estructuras más avanzadas, como árboles, grafos y algoritmos de búsqueda y ordenamiento. Se explican los conceptos fundamentales de cada estructura de datos y se proporcionan ejemplos de implementaciones en lenguajes de programación comunes. Este libro está dirigido a estudiantes de ciencias de la computación, ingenieros de software y desarrolladores que desean mejorar sus habilidades en estructuras de datos. El objetivo es proporcionar una base sólida para el diseño y la implementación eficientes de algoritmos en la vida real.
Book Synopsis Data Structures and Algorithms with Python by : Kent D. Lee
Download or read book Data Structures and Algorithms with Python written by Kent D. Lee and published by Springer. This book was released on 2015-01-12 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook explains the concepts and techniques required to write programs that can handle large amounts of data efficiently. Project-oriented and classroom-tested, the book presents a number of important algorithms supported by examples that bring meaning to the problems faced by computer programmers. The idea of computational complexity is also introduced, demonstrating what can and cannot be computed efficiently so that the programmer can make informed judgements about the algorithms they use. Features: includes both introductory and advanced data structures and algorithms topics, with suggested chapter sequences for those respective courses provided in the preface; provides learning goals, review questions and programming exercises in each chapter, as well as numerous illustrative examples; offers downloadable programs and supplementary files at an associated website, with instructor materials available from the author; presents a primer on Python for those from a different language background.
Book Synopsis Data Structures and Algorithms in Java by : Michael T. Goodrich
Download or read book Data Structures and Algorithms in Java written by Michael T. Goodrich and published by John Wiley & Sons. This book was released on 2014-01-28 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: The design and analysis of efficient data structures has long been recognized as a key component of the Computer Science curriculum. Goodrich, Tomassia and Goldwasser's approach to this classic topic is based on the object-oriented paradigm as the framework of choice for the design of data structures. For each ADT presented in the text, the authors provide an associated Java interface. Concrete data structures realizing the ADTs are provided as Java classes implementing the interfaces. The Java code implementing fundamental data structures in this book is organized in a single Java package, net.datastructures. This package forms a coherent library of data structures and algorithms in Java specifically designed for educational purposes in a way that is complimentary with the Java Collections Framework.
Book Synopsis Erlang/OTP Volumen I: Un Mundo Concurrente by : Manuel Ángel Rubio Jiménez
Download or read book Erlang/OTP Volumen I: Un Mundo Concurrente written by Manuel Ángel Rubio Jiménez and published by Lulu.com. This book was released on 2012 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Information and Communication Technologies of Ecuador (TIC.EC) by : Efrain Fosenca C
Download or read book Information and Communication Technologies of Ecuador (TIC.EC) written by Efrain Fosenca C and published by Springer Nature. This book was released on 2019-11-20 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Sixth Conference on Information and Communication Technologies “TIC.EC”, held in Cuenca, Ecuador, from November 27 to 29, 2019. Considered one of the most important conferences on ICT in Ecuador, it brings together scholars and practitioners from the country and abroad to discuss the development, issues and projections of the use of information and communication technologies in multiples fields of application. The 2019 “TIC.EC” conference was organized by Universidad del Azuay (UDA) and its Engineering School, as well as the Ecuadorian Corporation for the Development of Research and Academia (CEDIA). The book covers the following topics: · Software engineering · Security · Data · Networks · Architecture · Applied ICTs · Technological entrepreneurship · Links between research and industry · High-impact innovation · Knowledge management and intellectual property
Book Synopsis Learn You a Haskell for Great Good! by : Miran Lipovaca
Download or read book Learn You a Haskell for Great Good! written by Miran Lipovaca and published by No Starch Press. This book was released on 2011-04-15 with total page 906 pages. Available in PDF, EPUB and Kindle. Book excerpt: It's all in the name: Learn You a Haskell for Great Good! is a hilarious, illustrated guide to this complex functional language. Packed with the author's original artwork, pop culture references, and most importantly, useful example code, this book teaches functional fundamentals in a way you never thought possible. You'll start with the kid stuff: basic syntax, recursion, types and type classes. Then once you've got the basics down, the real black belt master-class begins: you'll learn to use applicative functors, monads, zippers, and all the other mythical Haskell constructs you've only read about in storybooks. As you work your way through the author's imaginative (and occasionally insane) examples, you'll learn to: –Laugh in the face of side effects as you wield purely functional programming techniques –Use the magic of Haskell's "laziness" to play with infinite sets of data –Organize your programs by creating your own types, type classes, and modules –Use Haskell's elegant input/output system to share the genius of your programs with the outside world Short of eating the author's brain, you will not find a better way to learn this powerful language than reading Learn You a Haskell for Great Good!
Author :Rudolph Russell Publisher :Createspace Independent Publishing Platform ISBN 13 :9781718904507 Total Pages :96 pages Book Rating :4.9/5 (45 download)
Book Synopsis Data Structures and Algorithms by : Rudolph Russell
Download or read book Data Structures and Algorithms written by Rudolph Russell and published by Createspace Independent Publishing Platform. This book was released on 2018-05-08 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: DATA STRUCTURES AND ALGORITHMS Buy the Paperback version of this book, and get the Kindle eBook version included for FREE! Do You Want to Become An Expert Of Data Structures and Algorithms?? Start Getting this Book and Follow My Step by Step Explanations! Click Add To Cart Now! This book is meant for anyone who wants to learn how to write efficient programs and use the proper data structures and algorithm. In this book, you'll learn the basics of the C++ programming language and object-oriented design concepts. After that, you'll learn about the most important data structures, including linked lists, arrays, queues, and stacks. You will learn also learn about searching and sorting algorithms. This book contains some illustrations and step-by-step explanations with bullet points and exercises for easy and enjoyable learning Benefits of reading this book that you're not going to find anywhere else: Introduction to C++ C++ Data Types Control Flow Functions Overloading and Inlining Classes Access Control Constructors and Destructors Classes and Memory Allocation Class Friends and Class Members Introduction to Object Oriented Design Abstraction Encapsulation Modularity Inheritance and Polymorphism Member Functions Polymorphism Interfaces and Abstract Classes Templates Exceptions Developing efficient computer programs Arrays Linked Lists Analysis of Algorithms The "Big-Oh" Notation Stacks Queues Binary Trees Hash Table Sorting algorithms Don't miss out on this new step by step guide to Data Structures And Algorithms. All you need to do is scroll up and click on the BUY NOW button to learn all about it!
Download or read book Python Para Todos written by and published by Independently Published. This book was released on 2020-04-03 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Python para Todos está diseñado para introducir a los estudiantes en la programación y el desarrollo de software a través de un enfoque en la exploración de datos. Puedes pensar en Python como una herramienta para resolver problemas que están más allá de las capacidades de una simple hoja de cálculo.Python es un lenguaje de programación fácil de usar y sencillo de aprender, disponible de forma gratuita para equipos Macintosh, Windows, o Linux. Una vez que aprendes Python, puedes utilizarlo el resto de tu carrera sin necesidad de comprar ningún software.Existen copias electrónicas gratuitas de este libro en varios formatos, así como material de soporte para el libro, que pues encontrar en es.py4e.com. Los materiales del curso están disponibles bajo una Licencia Creative Commons, de modo que puedes adaptarlos para enseñar tu propio curso de Python.
Book Synopsis R for Data Science by : Hadley Wickham
Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results
Book Synopsis Data Structures And Algorithms by : Shi-kuo Chang
Download or read book Data Structures And Algorithms written by Shi-kuo Chang and published by World Scientific. This book was released on 2003-09-29 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an excellent, up-to-date and easy-to-use text on data structures and algorithms that is intended for undergraduates in computer science and information science. The thirteen chapters, written by an international group of experienced teachers, cover the fundamental concepts of algorithms and most of the important data structures as well as the concept of interface design. The book contains many examples and diagrams. Whenever appropriate, program codes are included to facilitate learning.This book is supported by an international group of authors who are experts on data structures and algorithms, through its website at www.cs.pitt.edu/~jung/GrowingBook/, so that both teachers and students can benefit from their expertise.
Download or read book Algorithms written by Robert Sedgewick and published by Addison-Wesley Professional. This book was released on 2014-02-01 with total page 828 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is Part I of the fourth edition of Robert Sedgewick and Kevin Wayne’s Algorithms, the leading textbook on algorithms today, widely used in colleges and universities worldwide. Part I contains Chapters 1 through 3 of the book. The fourth edition of Algorithms surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing -- including fifty algorithms every programmer should know. In this edition, new Java implementations are written in an accessible modular programming style, where all of the code is exposed to the reader and ready to use. The algorithms in this book represent a body of knowledge developed over the last 50 years that has become indispensable, not just for professional programmers and computer science students but for any student with interests in science, mathematics, and engineering, not to mention students who use computation in the liberal arts. The companion web site, algs4.cs.princeton.edu contains An online synopsis Full Java implementations Test data Exercises and answers Dynamic visualizations Lecture slides Programming assignments with checklists Links to related material The MOOC related to this book is accessible via the "Online Course" link at algs4.cs.princeton.edu. The course offers more than 100 video lecture segments that are integrated with the text, extensive online assessments, and the large-scale discussion forums that have proven so valuable. Offered each fall and spring, this course regularly attracts tens of thousands of registrants. Robert Sedgewick and Kevin Wayne are developing a modern approach to disseminating knowledge that fully embraces technology, enabling people all around the world to discover new ways of learning and teaching. By integrating their textbook, online content, and MOOC, all at the state of the art, they have built a unique resource that greatly expands the breadth and depth of the educational experience.
Book Synopsis Python Programming Fundamentals by : Kent D. Lee
Download or read book Python Programming Fundamentals written by Kent D. Lee and published by Springer. This book was released on 2015-01-07 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This easy-to-follow and classroom-tested textbook guides the reader through the fundamentals of programming with Python, an accessible language which can be learned incrementally. Features: incudes numerous examples and practice exercises throughout the text, with additional exercises, solutions and review questions at the end of each chapter; highlights the patterns which frequently appear when writing programs, reinforcing the application of these patterns for problem-solving through practice exercises; introduces the use of a debugger tool to inspect a program, enabling students to discover for themselves how programs work and enhance their understanding; presents the Tkinter framework for building graphical user interface applications and event-driven programs; provides instructional videos and additional information for students, as well as support materials for instructors, at an associated website.
Book Synopsis The Algorithm Design Manual by : Steven S Skiena
Download or read book The Algorithm Design Manual written by Steven S Skiena and published by Springer Science & Business Media. This book was released on 2009-04-05 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Data Structures and Algorithms in C++ by : Michael T. Goodrich
Download or read book Data Structures and Algorithms in C++ written by Michael T. Goodrich and published by John Wiley & Sons. This book was released on 2011-02-22 with total page 739 pages. Available in PDF, EPUB and Kindle. Book excerpt: An updated, innovative approach to data structures and algorithms Written by an author team of experts in their fields, this authoritative guide demystifies even the most difficult mathematical concepts so that you can gain a clear understanding of data structures and algorithms in C++. The unparalleled author team incorporates the object-oriented design paradigm using C++ as the implementation language, while also providing intuition and analysis of fundamental algorithms. Offers a unique multimedia format for learning the fundamentals of data structures and algorithms Allows you to visualize key analytic concepts, learn about the most recent insights in the field, and do data structure design Provides clear approaches for developing programs Features a clear, easy-to-understand writing style that breaks down even the most difficult mathematical concepts Building on the success of the first edition, this new version offers you an innovative approach to fundamental data structures and algorithms.
Book Synopsis Image Analysis, Classification and Change Detection in Remote Sensing by : Morton J. Canty
Download or read book Image Analysis, Classification and Change Detection in Remote Sensing written by Morton J. Canty and published by CRC Press. This book was released on 2014-06-06 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL and Python, Third Edition introduces techniques used in the processing of remote sensing digital imagery. It emphasizes the development and implementation of statistically motivated, data-driven techniques. The author achieves this by tightly interweaving theory, algorithms, and computer codes. See What’s New in the Third Edition: Inclusion of extensive code in Python, with a cloud computing example New material on synthetic aperture radar (SAR) data analysis New illustrations in all chapters Extended theoretical development The material is self-contained and illustrated with many programming examples in IDL. The illustrations and applications in the text can be plugged in to the ENVI system in a completely transparent fashion and used immediately both for study and for processing of real imagery. The inclusion of Python-coded versions of the main image analysis algorithms discussed make it accessible to students and teachers without expensive ENVI/IDL licenses. Furthermore, Python platforms can take advantage of new cloud services that essentially provide unlimited computational power. The book covers both multispectral and polarimetric radar image analysis techniques in a way that makes both the differences and parallels clear and emphasizes the importance of choosing appropriate statistical methods. Each chapter concludes with exercises, some of which are small programming projects, intended to illustrate or justify the foregoing development, making this self-contained text ideal for self-study or classroom use.
