Название: Linear Integer Programming: Theory, Applications, Recent Developments
Автор: Elias Munapo, Santosh Kumar
Издательство: De Gruyter
Год: 2022
Страниц: 202
Язык: английский
Формат: pdf (true), epub
Размер: 13.0 MB

This book presents the state-of-the-art methods in Linear Integer Programming, including some new algorithms and heuristic methods developed by the authors in recent years. Topics as Characteristic equation (CE), application of CE to bi-objective and multi-objective problems, Binary integer problems, Mixed-integer models, Knapsack models, Complexity reduction, Feasible-space reduction, Random search, Connected graph are also treated. Without mathematics no science would survive. This especially applies to the engineering sciences which highly depend on the applications of mathematics and mathematical tools such as optimization techniques, finite element methods, differential equations, fluid dynamics, mathematical modelling, and simulation. Neither optimization in engineering, nor the performance of safety-critical system and system security; nor high assurance software architecture and design would be possible without the development of mathematical applications.

Название: Программирование и конфликты 2.0. Теория и практика программной инженерии
Автор: Роберт Гласс
Издательство: Символ-Плюс
ISBN: 978-5-93286-148-6
Серия: Профессионально
Год: 2010
Формат: PDF
Страниц: 242
Размер: 11.5 MB
Язык: Русский

Сборник очерков, написанных ветераном и пионером индустрии разработки ПО Робертом Глассом, автором и редактором более чем двадцати пяти книг. Первое издание увидело свет еще в 1991 году и сразу же стало бестселлером.
Книга посвящена конфликтам и управлению конфликтами. В ней программисты и разработчики ПО противопоставлены менеджерам. Теория противопоставляется практике, стабильность – изменениям, разговоры – действиям и обещания – результатам. Предпринята попытка показать все стороны, участвующие в споре, заставить задуматься и сделать собственные выводы.
Ценность этой книги в том, что она выходит за круг обсуждения модных тенденций и сиюминутных взглядов и понятий. Откровения, содержащиеся в ней, не подвержены влиянию времени и сегодня могут служить источником информации и вдохновения для разработчиков и менеджеров, профессоров и предпринимателей, исследователей и студентов.

Название: The jаvascript Interview Workbook: 400 Coding exercises!
Автор: Jannat Kaur
Издательство: Kauress
Год: 2021
Страниц: 385
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB

As a coding boot camp instructor for the last 4 years, I've always been asked: Will I get a job after this? How many projects do I need to complete in order to start interviewing? How should I prepare for technical interviews? What will I be asked? Reinforce concepts practically with 400+ jаvascript exercises. You will save tons of hours researching the internet for potential jаvascript interview questions by using this book that has interview questions asked by real companies such as Cognizant, Microsoft, and smaller indie web development companies.

Название: BaseCode: A field guide to writing lasting code
Автор: Jason McCreary
Издательство: Leanpub
Год: 2019-01-23
Страниц: 118
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.2 MB

A field guide containing real-world practices to help you write code that's less complex and more readable. Jason's been writing code for 20 years. During that time he's worked on hundreds of projects with dozens of teams. And found the most important quality of lasting code is readability. When he first started writing code he just wrote code that worked. Who cares as long as it works? Years later, he then went to great lengths to ensure the code adhered to all the best practices. We know our code is too complex. This is easy to realize, but hard to avoid. We're too quick to dismiss qualities like readability and accept complexity as necessary. We need to get back to the basics of writing code for other humans. This is the goal of BaseCode.

Название: Practical Explainable AI Using Python: Artificial Intelligence Model Explanations Using Python-based Libraries, Extensions, and Frameworks
Автор: Pradeepta Mishra
Издательство: Apress
Год: 2022
Страниц: 356
Язык: английский
Формат: pdf (true)
Размер: 16.3 MB

Learn the ins and outs of decisions, biases, and reliability of AI algorithms and how to make sense of these predictions. This book explores the so-called black-box models to boost the adaptability, interpretability, and explainability of the decisions made by AI algorithms using frameworks such as Python XAI libraries, TensorFlow 2.0+, Keras, and custom frameworks using Python wrappers. You'll begin with an introduction to model explainability and interpretability basics, ethical consideration, and biases in predictions generated by AI models. Next, you'll look at methods and systems to interpret linear, non-linear, and time-series models used in AI. The book will also cover topics ranging from interpreting to understanding how an AI algorithm makes a decision.

Название: Developing Spark Applications with Python
Автор: Xavier Morera, Nereo Campos
Издательство: Big Data Inc
Год: December 16, 2019
Страниц: 103
Язык: английский
Формат: pdf
Размер: 14.4 MB

If you are going to work with Big Data or Machine Learning, you need to learn Apache Spark. If you need to learn Spark, you should get this book. Spark is fast, and it integrates with many different platforms and storage platforms. It can be used for data engineering or Machine Learning. Knowledge of Apache Spark is an excellent skill to have in your toolbelt. Spark redefines the way we work with Big Data as an open source, lightning-fast, general purpose and distributed framework that is easy to use and easy to learn, with a large and vibrant community, and that operates very well with the rest of the Hadoop ecosystem as well as other platforms, products and cloud services. Spark can help you process large amounts of data, both in the Data Engineering world, as well as in the Machine Learning one.

Название: Введение в программирование на Лиспе
Автор: Городняя Л.В., Березин Н.А.
Издательство: ИНТУИТ
Год: 2021
Формат: pdf
Размер: 12 мб
Язык: русский

В учебном пособии рассказано о программировании на языке Лисп, который за почти полувековую историю своего существования зарекомендовал себя как система с практически неограниченными возможностями символьного программирования. Лисп и его диалекты послужили основой широкого спектра прикладных разработок, оказавших существенное влияние на распространение информационных технологий. Знакомство с Лиспом — важная составляющая современного образования в области информатики. Лисп является ключом для изучения типовых задач системного программирования и искусственного интеллекта.

Название: Natural Language Processing with Transformers (Sixth Early Release)
Автор: Lewis Tunstall , Leandro von Werra , Thomas Wolf
Издательство: O’Reilly Media, Inc.
Год: 2021-12-14
Страниц: 485
Язык: английский
Формат: pdf, epub
Размер: 27.8 MB

Since their introduction in 2017, Transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or machine learning engineer, this practical book shows you how to train and scale these large models using HuggingFace Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf use a hands-on approach to teach you how Transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve.

Название: Java Challenge: Fit fur das Job-Interview und die Praxis – mit mehr als 100 Aufgaben und Musterlosungen
Автор: Michael Inden
Издательство: dpunkt.verlag GmbH
Год: 2020
Страниц: 600
Язык: немецкий
Формат: epub
Размер: 10.16 MB

Ihr persönlicher Java-Coach! Mit uber 100 Ubungsaufgaben und Programmierpuzzles inklusive Losungen zum Knobeln und Erweitern Ihrer Kenntnisse bietet Ihnen »Java Challenge« eine optimale Vorbereitung auf die nachste Prufung oder ein Job-Interview. Dabei werden alle praxisrelevanten Themengebiete wie Arrays, Datenstrukturen, Rekursion, Date and Time API usw. berucksichtigt.

Название: Coding for Kids in C++: Learn to Code with Amazing Activities, Games and Puzzles in C++
Автор: Bob Mather
Издательство: Independently published
Год: 2021
Страниц: 129
Язык: английский
Формат: pdf , epub
Размер: 17.9 MB

Are you looking to teach children how to code? Or are you looking to start coding? This book on beginner C++ is the answer. For the last couple of years, the news keeps talking about the digital economy and how everyone needs programmers. It seems like everyone wants to learn how to code. However, it is not that easy. Coding is a skill; and like any skill it takes time to learn. Like any skill, the younger you start; the better you get. From my personal experience with coding and also with teaching young kids how to code, let me tell you that coding is a lot of fun and extremely gratifying.