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Название: Advanced Programming with STM32 Microcontrollers: Master the Software Tools Behind the STM32 Microcontroller
Автор: Majid Pakdel
Издательство: Elektor Verlag
Год: 2020
Формат: PDF
Страниц: 216
Размер: 39 Mb
Язык: English

This book is project-based and aims to teach the software tools behind STM32 microcontroller programming. Author Majid Pakdel has developed projects using various different software development environments including Keil MDK, IAR Embedded Workbench, Arduino IDE and MATLAB. Readers should be able to use the projects as they are, or modify them to suit to their own needs. This book is written for students, established engineers, and hobbyists.

Название: Anomaly Detection: Techniques and Applications
Автор: A. Syed Mustafa Saira Banu, Shriram Raghunathan, Dinesh Mavaluru
Издательство: Nova Science Pub Inc
Год: 2021
Формат: PDF
Страниц: 190
Размер: 10 Mb
Язык: English

When information in the data warehouse is processed, it follows a definite pattern. An unexpected deviation in the data pattern from the usual behavior is called an anomaly. The anomaly in the data is also referred to as noise, outlier, spammer, deviations, novelties and exceptions. Identification of the rare items, events, observations, patterns which raise suspicion by differing significantly from the majority of data is called anomaly detection. With progress in technology and the widespread use of data for the purpose of business, spam faced by individuals and companies is increasing day by day.

Название: Basic Statistics with R: Reaching Decisions with Data
Автор: Stephen C. Loftus
Издательство: Academic Press;
Год: 2021
Формат: PDF
Страниц: 275
Размер: 10 Mb
Язык: English

Basic Statistics with R: Reaching Decisions with Data provides an understanding of the processes at work in using data for results. Sections cover data collection and discuss exploratory analyses, including visual graphs, numerical summaries, and relationships between variables - basic probability, and statistical inference - including hypothesis testing and confidence intervals. All topics are taught using real-data drawn from various fields, including economics, biology, political science and sports. Using this wide variety of motivating examples allows students to directly connect and make statistics essential to their field of interest, rather than seeing it as a separate and ancillary knowledge area.

Название: Идеальная архитектура: Ведущие специалисты о красоте программных архитектур
Автор: Спинеллис Д., Гусиос Г.
Издательство: СПб.: Символ+
Год: 2010
Cтраниц: 528
Формат: pdf
Размер: 45 мб

Из каких компонентов строятся надежные, элегантные, гибкие, удобные в сопровождении программные архитектуры? Книга отвечает на этот вопрос серией очерков, написанных ведущими программными архитекторами и проектировщиками современности. В каждом очерке авторы представляют какую-либо выдающую программную архитектуру, анализируют ее отличия от других архитектур и объясняют, почему она идеально подходит для своей цели.

Название: PHP 8 Objects, Patterns, and Practice: Mastering OO Enhancements, Design Patterns, and Essential Development Tools
Автор: Matt Zandstra
Издательство: Apress
Год: 2021
Формат: true pdf/epub
Страниц: 842
Размер: 15 Mb
Язык: English

Learn how to develop elegant and rock-solid systems using PHP, aided by three key elements: object fundamentals, design principles, and best practices. The 6th edition of this popular book has been fully updated for PHP 8, including attributes, constructor property promotion, new argument and return pseudo-types, and more. It also covers many features new since the last edition including typed properties, the null coalescing operator, and void return types.

Название: Advanced Analytics with PySpark (Early Release)
Автор: Akash Tandon & Sandy Ryza & Uri Laserson & Sean Owen & Josh Wills
Издательство: O’Reilly Media
Год: 2021-04-02
Формат: epub/pdf(conv.)
Размер: 10 Mb
Язык: English

The amount of data being generated today is staggering. And growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best practices in Spark programming.

Название: Practical Weak Supervision: Doing More with Less Data (Early Release)
Автор: Wee Hyong Tok, Amit Bahree, Senja Filipi
Издательство: O’Reilly Media, Inc.
Год: 2021-04-02
Язык: английский
Формат: epub
Размер: 10.2 MB

Most data scientists and engineers today rely on quality labeled data to train their machine learning models. But building training sets manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Amit Bahree, Senja Filipi, and Wee Hyong Tok from Microsoft show you how to create products using weakly supervised learning models. You'll learn how to build natural language processing and computer vision projects using weakly labeled datasets from Snorkel, a spin-off from the Stanford AI Lab. Because so many companies pursue ML projects that never go beyond their labs, this book also provides a guide on how to ship the deep learning models you build.

Название: Embedded Digital Control with Microcontrollers: Implementation with C and Python
Автор: Cem Unsalan, Duygun E. Barkana, H. Deniz Gurhan
Издательство: Wiley
Год: 2021
Формат: true pdf/fb2
Страниц: 364
Размер: 10 Mb
Язык: English

Explore a concise and practical introduction to implementation methods and the theory of digital control systems on microcontrollers
Embedded Digital Control: Implementation on ARM Cortex-M Microcontrollers delivers expert instruction in digital control system implementation techniques on the widely used ARM Cortex-M microcontroller. The accomplished authors present the included information in three phases. First, they describe how to implement prototype digital control systems via the Python programming language in order to help the reader better understand theoretical digital control concepts.
Second, the book offers readers direction on using the C programming language to implement digital control systems on actual microcontrollers. This will allow readers to solve real-life problems involving digital control, robotics, and mechatronics.

Название: Подготовка к ЕГЭ по информатике в 2020 году решение задач по программированию
Автор: Златопольский Д. М.
Издательство: ДМК
Год: 2020
Формат: PDF
Страниц: 267
Размер: 10 Mb
Язык: Русский

Книга предназначена для подготовки учащихся к Единому государственному экзамену по информатике в части решения задач по программированию. Рассмотрена методика решения основных типовых задач по программированию, а также заданий из демонстрационных вариантов ЕГЭ и из пособий, написанных разработчиками контрольно-измерительных материалов по информатике.
Издание также будет полезно студентам вузов и колледжей, преподавателям информатики и другим читателям при изучении программирования вне связи с ЕГЭ.

Название: Visualizing Data in R 4: Graphics Using the base, graphics, stats, and ggplot2 Packages
Автор: Margot Tollefson
Издательство: Apress
Год: 2021
Формат: true pdf/epub
Страниц: 404
Размер: 12.9 Mb
Язык: English

Master the syntax for working with R’s plotting functions in graphics and stats in this easy reference to formatting plots. The approach in Visualizing Data in R 4 toward the application of formatting in ggplot() will follow the structure of the formatting used by the plotting functions in graphics and stats.