Found insideThis book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, ... Found insideThe code in this edition is significantly improved from the first edition (more efficient and more robust), and four new routines are included. Java versions for this new edition are also available. Found insideThe environment grows with readers as they master the material in the book until it supports a full-fledged language for the whole spectrum of programming tasks. This second edition has been completely revised. Thes book has three key features : fundamental data structures and algorithms; algorithm analysis in terms of Big-O running time in introducied early and applied throught; pytohn is used to facilitates the success in using and mastering ... Looks at the principles and clean code, includes case studies showcasing the practices of writing clean code, and contains a list of heuristics and "smells" accumulated from the process of writing clean code. * Covers three years of the best essays. * Essays range from technical to humorous, but are always tangible. * Beautifully written and extremely timely. * Google lists 183,000 links for "Joel on Software". * Spolsky is one of the most ... Found insideThis book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. If you have a mathematics degree, this book will save you time and trouble. If you don't, it will help you achieve things you may feel are out of your reach. This book brings together papers from the 2019 International Conference on Communications, Signal Processing, and Systems, which was held in Urumqi, China, on July 20–22, 2019. Found insideWhat remains the same in this new edition is Bentley’s focus on the hard core of programming problems and his delivery of workable solutions to those problems. With additional exercises, this edition offers more comprehensive coverage of the fundamental theory, techniques, and application This text is for readers who want to learn good programming and algorithm analysis skills simultaneously so that they can develop such programs with the maximum amount of efficiency. Found insideThe book traets logic as a basic tool which may be applied in essentially every other area. The Eleventh Edition features two new contributing authors (David Smith — Indiana University of PA; Dennis Brylow — Marquette University), new, modern examples, and updated coverage based on current technology. The C++ language is brought up-to-date and simplified, and the Standard Template Library is now fully incorporated throughout the text. This book is an introductory textbook on the design and analysis of algorithms. Found inside – Page iA comprehensive guide to understanding the language of C offers solutions for everyday programming tasks and provides all the necessary information to understand and use common programming techniques. Original. (Intermediate). The programs demonstrate in graphical form what data structures look like and how they operate. In the second edition, the program is rewritten to improve operation and clarify the algorithms, the example programs are revis. The second edition of Data Structures Using C is designed to serve as a textbook for undergraduate engineering students of computer science as well as postgraduate students of computer applications. The only guide for software developers who must learn and implement cryptography safely and cost effectively. Cryptography for Developers begins with a chapter that introduces the subject of cryptography to the reader. Students are introduced to the powerful foundations of modern signal processing, including the basic geometry of Hilbert space, the mathematics of Fourier transforms, and essentials of sampling, interpolation, approximation and compression ... Found inside – Page 120With this algorithm, the maximum stack usage of each thread can be found. However, this algorithm cannot handle stack overflow exceptions. Essential Information about Algorithms and Data Structures A Classic Reference The latest version of Sedgewick, s best-selling series, reflecting an indispensable body of knowledge developed over the past several decades. Found inside – Page iThe best algorithms are undergirded by beautiful mathematics. This text cuts across discipline boundaries to highlight some of the most famous and successful algorithms. This two volume set (CCIS 858 and CCIS 859) constitutes the refereed proceedings of the Third International Conference on Digital Transformation and Global Society, DTGS 2018, held in St. Petersburg, Russia, in May/June 2018. Found inside – Page iThis book constitutes the refereed proceedings of the 13th CCF Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2018, held in Guilin, China, in August 2018. Found insideThis 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. In this second edition of his successful book, experienced teacher and author Mark Allen Weiss continues to refine and enhance his innovative approach to algorithms and data structures. Covers the features of Ruby, including such topics as strings, class hierarchies, arrays and hashes, loops, methods, exception handling, symbols, YAML, and debugging. Found inside – Page iiThis book covers the dominant theoretical approaches to the approximate solution of hard combinatorial optimization and enumeration problems. This book is the second edition of a text designed for undergraduate engineering courses in Data Structures. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. Highlights Expanded coverage of arrays, linked lists, strings, trees, and other basic data structures Greater emphasis on abstract data types (ADTs), modular programming, object-oriented programming, and C++ classes than in previous ... Found insideThis book introduces basic-to-advanced deep learning algorithms used in a production environment by AI researchers and principal data scientists; it explains algorithms intuitively, including the underlying math, and shows how to implement ... Found insideLearn functional data structures and algorithms for your applications and bring their benefits to your work now About This Book Moving from object-oriented programming to functional programming? Found insideAbout the Book Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. Data Structures & Theory of Computation Found inside – Page 1This edition of Robert Sedgewick's popular work provides current and comprehensive coverage of important algorithms for Java programmers. In this book, Michael Feathers offers start-to-finish strategies for working more effectively with large, untested legacy code bases. 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. Get a comprehensive, in-depth introduction to the core Python language with this hands-on book. Found inside – Page viConcrete 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 book covers everything you need to know to write professional-level cryptographic code. This expanded, improved second edition includes about 100 pages of additional material as well as numerous improvements to the original text. This book helps data scientists to level up their careers by taking ownership of data products with applied examples that demonstrate how to: Translate models developed on a laptop to scalable deployments in the cloud Develop end-to-end ... Authored by Roberto Ierusalimschy, the chief architect of the language, this volume covers all aspects of Lua 5---from the basics to its API with C---explaining how to make good use of its features and giving numerous code examples. ... This book is for developers who want an alternative way to store and process data within their applications. Found insideThe problem is that all of those lines of JavaScript code can slow down your apps. This book reveals techniques and strategies to help you eliminate performance bottlenecks during development. "Primarily intended for a first-year undergraduate course in programming"--Page 4 of cover. An introductory textbook on the design and analysis of algorithms you do n't, will! Software developers who must learn and implement cryptography safely and cost effectively tool... Feel are out of your reach n't, it will help you eliminate performance bottlenecks during development of thread! 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