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 Название: Python One-Liners: Profi-Programmierung durch kurz gefasstes Python
Автор: Christian Mayer
Издательство: dpunkt.verlag GmbH
Год: 2021
Страниц: 248
Язык: немецкий
Формат: pdf (true), epub
Размер: 11,1 MB
Python in seiner raffiniertesten Form. Python One-Liners zeigt Ihnen, wie man »One Liners« – pragnante Ausdrucke zu nutzlicher Funktionalitat, verpackt in einer einzigen Codezeile – liest und schreibt. Sie lernen systematisch jede Zeile von Python-Code zu entschlusseln und zu verstehen, und werden wie ein Experte eloquentes, stark komprimiertes Python schreiben. In den funf Kapiteln des Buches werden Tipps und Tricks, regulare Ausdrucke, Machine Learning, Kernthemen der Datenwissenschaft und hilfreiche Algorithmen behandelt. | |
Разместил: Ingvar16 18-12-2021, 16:50 | Комментарии: 0 | Подробнее
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 Название: Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science
Автор: Stefan Riezler, Michael Hagmann
Издательство: Morgan & Claypool
Год: 2022
Страниц: 165
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
Empirical methods are means to answering methodological questions of empirical sciences by statistical techniques. The methodological questions addressed in this book include the problems of validity, reliability, and significance. In the case of Machine Learning, these correspond to the questions of whether a model predicts what it purports to predict, whether a model's performance is consistent across replications, and whether a performance difference between two models is due to chance, respectively. The goal of this book is to answer these questions by concrete statistical tests that can be applied to assess validity, reliability, and significance of data annotation and Machine Learning (ML) prediction in the fields of natural language processing (NLP) and Data Science. This book can be used as an introduction to empirical methods for machine learning in general, with a special focus on applications in NLP and Data Science. The book is self-contained, with an appendix on the mathematical background on GAMs and LMEMs, and with an accompanying webpage including R code to replicate experiments presented in the book. | |
Разместил: Ingvar16 18-12-2021, 16:16 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence Driven Circuits and Systems: Select Proceedings of ISED 2021
Автор: Biswajit Mishra, Jimson Mathew, Priyadarsan Patra
Издательство: Springer
Год: 2022
Страниц: 167
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
This book highlights selected papers presented at the 10th International Symposium on Embedded Computing and System Design (ISED) 2021. This symposium provides a platform for researchers to share the latest scientific achievements of embedded computing and system design. The book is divided into three broad sections. The first section discusses topics like VLSI and testing, circuits and systems with a focus on emerging technologies. The second section discusses topics like embedded hardware and software systems and novel applications. The final section discusses the state-of-the-art technologies involving IoT, artificial intelligence, green and edge computing that demonstrates the issues currently. We build an intuitive interface for users to interact with our models and deploy our system as a web application. We carry out experiments on two datasets consisting of Java and Python source programs and their documentation, to demonstrate the effectiveness of our proposed method. | |
Разместил: Ingvar16 18-12-2021, 15:37 | Комментарии: 0 | Подробнее
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 Название: Machine Learning with Apache Spark (Early Release)
Автор: Adi Polak
Издательство: O’Reilly Media
Год: 2021-12-20: First Release
Формат: ePUB
Страниц: 116
Размер: 10 Mb
Язык: English
Advances in machine learning techniques, the cloud, and the ability to leverage hardware acceleration have changed the way we work with data--adding entirely new capabilities and business models to the mix. But the demand for processing training data has outpaced the increase in computation power. This practical and comprehensive guide will show you how to distribute your machine learning workload across multiple machines and turn centralized systems into distributed ones.
Machine Learning with Spark examines various technologies for building end-to-end distributed machine learning platforms based on the Apache Spark ecosystem with Spark MLlib, TensorFlow, Horovod, PyTorch, and more. This book shows you when to use each technology and why. You'll also learn how to
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Разместил: vitvikvas 18-12-2021, 04:34 | Комментарии: 0 | Подробнее
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 Название: Efficient Linux at the Command Line (Early Release)
Автор: Daniel J. Barrett
Издательство: O’Reilly Media
Год: 2021-12-17: Second Release
Формат: ePUB, PDF
Страниц: 387
Размер: 10 Mb
Язык: English
Want to increase your Linux productivity to get more done in less time? This practical book teaches you how to be quick and efficient at the Linux command line. You'll learn to create and run complex commands that solve real business problems, organize your files for quick access, efficiently process and retrieve information, and automate manual tasks. You'll truly understand what happens behind the shell prompt.
Efficient Linux at the Command Line teaches general best practices and the concepts behind them, so no matter which Linux tools you use, you can become more effective in your daily work and more competitive in the job market. | |
Разместил: vitvikvas 18-12-2021, 04:11 | Комментарии: 1 | Подробнее
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 Название: Python Interview Questions: Ultimate guide to Success
Автор: Meenu Kohli
Издательство: BPB Publication
Год: 2019
Формат: ePUB, PDF
Страниц: 617
Размер: 10 Mb
Язык: English
The book is written assuming that the reader has basic knowledge of Python programming. A brief introduction is provided for all relevant topics. Every topic is followed by all types of possible questions that an examiner or interviewer can ask the reader. The questions are arranged chapter wise so that it is easy for the reader to move from easy to complex questions. | |
Разместил: vitvikvas 17-12-2021, 20:27 | Комментарии: 0 | Подробнее
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Название: Python. Сборник рецептов
Автор: Дэвид Бизли
Издательство: Самиздат
Год: 2013
Страниц: 788
Формат: pdf
Размер: 10 mb
Качество: хорошее
Если вам нужна помощь в написании программ на Python 3 или хотите обновить старый код Python 2, эта книга как раз то что нужно.
Снабжённый практическими рецептами, написанными и протестированными с Python 3.3, это уникальный сборник рецептов предназначен для опытных программистов на Python, которые хотят сосредоточиться на современных инструментах и идиомах. Внутри вы найдете полные рецепты более чем дюжины тем, охватывающих основной язык Python, а также задачи, общие для широкого спектра прикладных областей. Каждый рецепт содержит образцы кода, которые вы можете сразу использовать в своих проектах, а также обсуждение того, как и почему это решение работает. | |
Разместил: rivasss 17-12-2021, 16:50 | Комментарии: 0 | Подробнее
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 Название: Princeton Review AP Computer Science A Prep, 2022: 4 Practice Tests + Complete Content Review + Strategies & Techniques
Автор: Rob Franek (Editor-in-Chief)
Издательство: Princeton Review/Penguin Random House
Год: 2021 (2022 Edition)
Страниц: 432
Язык: английский
Формат: epub
Размер: 10.2 MB
Everything you need to score a perfect 5. Ace the 2022 AP Computer Science A Exam with this comprehensive study guide, which includes 4 full-length practice tests, thorough content reviews, targeted strategies for every section of the exam, and access to online extras. | |
Разместил: Ingvar16 17-12-2021, 13:19 | Комментарии: 0 | Подробнее
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 Название: Hands-On Julia Programming
Автор: Sambit Kumar Dash
Издательство: BPB Publications
Год: 2022
Формат: ePUB
Страниц: 388
Размер: 10 Mb
Язык: English
Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment.
Key Features
- In-depth explanation and code samples highlighting the features of the Julia language.
- Extensive coverage of the Julia development ecosystem, package management, DevOps environment integration, and performance management tools.
- Exposure to the most important Julia packages that aid in Data and Text Analytics and Deep Learning. | |
Разместил: vitvikvas 17-12-2021, 11:51 | Комментарии: 0 | Подробнее
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 Название: ASP.NET Core for Jobseekers: Build Career in Designing Cross-Platform Web Applications Using Razor and Entity Framework Core
Автор: Kemal Birer
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 628
Размер: 10 Mb
Язык: English
Learn to develop secure, optimized, well-designed web applications in ASP.NET Core and get ready for job interviews.
Key Features
- Simplified demonstration of ASP.NET Core UI and service development, with expert-led implementation.
- In-depth coverage on async programming, application security, and performance optimization.
- Interview guide with extensive questions based on concepts and techniques around application development. | |
Разместил: vitvikvas 17-12-2021, 11:38 | Комментарии: 0 | Подробнее
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