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 Название: Applied Numerical Methods with Python for Engineers and Scientists
Автор: Steven C. Chapra, David E. Clough
Издательство: McGraw Hill LLC
Год: 2022
Формат: PDF
Страниц: 1474
Размер: 15,3 Mb
Язык: English
Applied Numerical Methods with Python , 1st Edition is written for students who want to learn and apply numerical methods in order to solve problems in engineering and science. As such, the methods are motivated by problems rather than by mathematics. That said, sufficient theory is provided so that students come away with insight into the techniques and their shortcomings. If you’ve ever used Applied Numerical Methods for MATLAB, you’ll find transitioning to this Python program seamless! No prior experience with Python is required.
McGraw Hill Connect, is available with this title. In addition to providing the MHeBook, Connect is the only integrated learning system that empowers students by continuously adapting to deliver precisely what they need, when they need it, how they need it, so that class time is more effective. Connect enables professors to assign homework, quizzes, and tests easily and automatically grades and records the scores of the student's work. | |
Разместил: vitvikvas 26-06-2022, 13:31 | Комментарии: 0 | Подробнее
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 Название: C How to Program: With Case Studies in Applications and Systems Programming, 9th Edition, Global Edition
Автор: Paul and Harvey Deitel
Издательство: Pearson
Год: 2023
Формат: True PDF
Страниц: 832
Размер: 32,4 Mb
Язык: English
For courses in computerprogramming.
A user-friendly,code-intensive introduction to C programming with case studies introducingapplications and system programming
C How to Program is a comprehensive introduction toprogramming in C. Like other texts of the Deitels’ How to Program series,the book’s modular presentation serves as a detailed, beginner source ofinformation for college students looking to embark on a career in coding, orinstructors and software-development professionals seeking to learn how toprogram with C. The signature Deitel live-code approach presents concepts inthe context of 142 fully working programs rather than incomplete snips of code.This gives students a chance to run each program as they study it and see howtheir learning applies to real-world programming scenarios. | |
Разместил: vitvikvas 26-06-2022, 12:16 | Комментарии: 0 | Подробнее
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 Название: The Oxford Handbook of Computational Linguistics (Oxford Handbooks), 2nd Edition
Автор: Ruslan Mitkov
Издательство: Oxford University Press
Год: 2022
Формат: PDF
Страниц: 1377
Размер: 48,5 Mb
Язык: English
Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others.
The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries. | |
Разместил: vitvikvas 24-06-2022, 02:49 | Комментарии: 0 | Подробнее
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 Название: Probabilistic Machine Learning: An Introduction
Автор: Kevin P. Murphy
Издательство: The MIT Press
Год: 2022
Формат: PDF
Страниц: 854
Размер: 50,4 Mb
Язык: English
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. | |
Разместил: vitvikvas 23-06-2022, 15:39 | Комментарии: 0 | Подробнее
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 Название: Modeling and Python Simulation of Magnetics for Power Electronics Applications
Автор: Shivkumar V. Iyer
Издательство: Springer
Год: 2022
Формат: PDF
Страниц: 220
Размер: 10 Mb
Язык: English
This book describes the role of magnetism in electrical engineering, starting from the most basic laws of physics, converted into simulation models such that electrical engineering students can learn by example and practice. The author demystifies a topic that many electrical engineers take for granted, providing readers the tools to be able to understand how any magnetic component works. He describes magnetic components like inductors and transformers in simple understandable language. Mathematical equations related to the basic laws of physics are described in detail along with the physical significance of the equations. Every application is supported by a simulation. All simulations are performed using free and open source software based on Python making the material in this book universally accessible. | |
Разместил: vitvikvas 23-06-2022, 15:13 | Комментарии: 0 | Подробнее
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 Название: Django for APIs: Build web APIs with Python and Django 4.0
Автор: William S. Vincent
Издательство: Leanpub
Год: 2022
Формат: True PDF, ePUB
Страниц: 200
Размер: 15 Mb
Язык: English
Completely updated for Django 4.0 & Django REST Framework 3.13
Django for APIs is a project-based guide to building modern web APIs with Django & Django REST Framework. It is suitable for beginners who have never built an API before as well as professional programmers looking for a fast-paced introduction to Django fundamentals and best practices.
Over the course of 200+ pages you'll learn how to set up a new project properly, how web APIs work under the hood, and advanced testing and deployment techniques. Three separate projects are built from scratch with progressively more advanced features including a Library API, Todo API, and Blog API. User authentication, permissions, documentation, viewsets, and routers are all covered thoroughly.
Django for APIs is a best-practices guide to building powerful Python-based web APIs with a minimal amount of code. | |
Разместил: vitvikvas 23-06-2022, 10:22 | Комментарии: 0 | Подробнее
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 Название: Django for Beginners Build websites with Python & Django 4.0
Автор: William S. Vincent
Издательство: Leanpub
Год: 2022
Формат: True PDF, ePUB
Страниц: 306
Размер: 22 Mb
Язык: English
Completely updated for Django 4.0.
Django for Beginners is a project-based introduction to Django, the popular Python-based web framework. Suitable for total beginners who have never built a website before as well as professional programmers looking for a fast-paced guide to modern web development and Django fundamentals. | |
Разместил: vitvikvas 23-06-2022, 10:12 | Комментарии: 0 | Подробнее
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 Название: Django for Professionals: Production websites with Python & Django 4.0
Автор: William S. Vincent
Издательство: Leanpub
Год: 2022
Формат: True PDF, ePUB
Страниц: 303
Размер: 20,8 Mb
Язык: English
Completely updated for Django 4.0!
Django for Professionals takes your web development skills to the next level, teaching you how to build production-ready websites with Python and Django.
Once you have learned the basics of Django there is a massive gap between building simple "toy apps" and what it takes to build a "production-ready" web application suitable for deployment to thousands or even millions of users. | |
Разместил: vitvikvas 23-06-2022, 10:00 | Комментарии: 0 | Подробнее
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 Название: Go: идиомы и паттерны проектирования
Автор: Боднер Д.
Издательство: Питep
Год: 2022
Формат: True PDF
Страниц: 414
Размер: 10 Mb
Язык: Русский
Go быстро набирает популярность в качестве языка для создания веб-сервисов. Существует множество учебников по синтаксису Go, но знать его недостаточно. Автор Джон Боднер описывает и объясняет паттерны проектирования, используемые опытными разработчиками. В книге собрана наиболее важная информация, необходимая для написания чистого и идиоматического Go-кода. Вы научитесь думать как Go-разработчик, вне зависимости от предыдущего опыта программирования. | |
Разместил: vitvikvas 23-06-2022, 09:47 | Комментарии: 0 | Подробнее
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 Название: Automated Deep Learning Using Neural Network Intelligence: Develop and Design PyTorch and TensorFlow Models Using Python
Автор: Ivan Gridin
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 395
Размер: 11,6 Mb
Язык: English
Optimize, develop, and design PyTorch and TensorFlow models for a specific problem using the Microsoft Neural Network Intelligence (NNI) toolkit. This book includes practical examples illustrating automated deep learning approaches and provides techniques to facilitate your deep learning model development.
The first chapters of this book cover the basics of NNI toolkit usage and methods for solving hyper-parameter optimization tasks. You will understand the black-box function maximization problem using NNI, and know how to prepare a TensorFlow or PyTorch model for hyper-parameter tuning, launch an experiment, and interpret the results. The book dives into optimization tuners and the search algorithms they are based on: Evolution search, Annealing search, and the Bayesian Optimization approach. | |
Разместил: vitvikvas 23-06-2022, 07:17 | Комментарии: 0 | Подробнее
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