Название: Practical Python Data Wrangling and Data Quality (Final Release)
Автор: Susan E. McGregor
Издательство: O’Reilly Media, Inc.
Год: 2022
Страниц: 578
Язык: английский
Формат: pdf, epub
Размер: 12.4 MB

The world around us is full of data that holds unique insights and valuable stories, and this book will help you uncover them. Whether you already work with data or want to learn more about its possibilities, the examples and techniques in this practical book will help you more easily clean, evaluate, and analyze data so that you can generate meaningful insights and compelling visualizations.

Название: MATLAB & Simulink Computer Vision Toolbox User’s Guide (R2021b)
Автор: The MathWorks, Inc.
Издательство: The MathWorks, Inc.
Год: 2021
Формат: PDF
Страниц: 1504
Размер: 62,5 Mb
Язык: English

Computer Vision Toolbox provides algorithms, functions, and apps for designing and testing computer vision, 3D vision, and video processing systems. You can perform object detection and tracking, as well as feature detection, extraction, and matching. For 3D vision, the toolbox supports single, stereo, and fisheye camera calibration; stereo vision; 3D reconstruction; and lidar and 3D point cloud processing. Computer vision apps automate ground truth labeling and camera calibration workflows.
You can train custom object detectors using deep learning and machine learning algorithms such as YOLO v2, Faster R-CNN, and ACF. For semantic segmentation you can use deep learning algorithms such as SegNet, U-Net, and DeepLab. Pretrained models let you detect faces, pedestrians, and other common objects.

Название: Deep Learning Techniques for IoT Security and Privacy
Автор: Mohamed Abdel-Basset, Nour Moustafa, Hossam Hawash, Weiping Ding
Издательство: Springer
Год: 2022
Формат: PDF
Страниц: 487
Размер: 10 Mb
Язык: English

This book states that the major aim audience are people who have some familiarity with Internet of things (IoT) but interested to get a comprehensive interpretation of the role of deep Learning in maintaining the security and privacy of IoT. A reader should be friendly with Python and the basics of machine learning and deep learning. Interpretation of statistics and probability theory will be a plus but is not certainly vital for identifying most of the book's material.

Название: Skills of a Software Developer (MEAP)
Автор: Fernando Doglio
Издательство: Manning Publications
Год: 2021
Страниц: 154
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The skills and knowledge you need to grow from a solo coder into a productive member of a software development team, along with seasoned advice on everything from effective refactoring to acing an interview.

Название: Publishing Python Packages (MEAP)
Автор: Dane Hillard
Издательство: Manning Publications
Год: 2021 V3
Формат: PDF
Страниц: 91
Размер: 10 Mb
Язык: English

Create Python packages to share your code in a scalable and maintainable way. Improve team productivity, publish helpful libraries, or even start your own open source project following the latest Python packaging standards.

Название: Построение и анализ алгоритмов обработки данных
Автор: Селиванова И.А., Блинов В.А.
Издательство: Уральский университет
Год: 2015
ISBN: 978-5-7996-1489-8
Формат: pdf
Страниц: 110
Размер: 10,7 Мб
Язык: русский

Пособие содержит необходимый теоретический материал и примеры реализации данных, которые используются для неформального описания и реализации алгоритмов. Приведены и исследованы алгоритмы внутренней и внешней сортировки, алгоритмы поиска.

Название: .NET Microservices. Architecture for Containerized .NET Applications
Автор: Cesar de la Torre, Bill Wagner, Mike Rousos
Издательство: Microsoft Developer Division
Год: 2021 (v6.0)
Страниц: 350
Язык: английский
Формат: pdf (true)
Размер: 11.8 MB

This guide is an introduction to developing microservices-based applications and managing them using containers. It discusses architectural design and implementation approaches using .NET and Docker containers. To make it easier to get started, the guide focuses on a reference containerized and microservice-based application that you can explore. Docker is becoming the de facto standard in the container industry, supported by the most significant vendors in the Windows and Linux ecosystems. (Microsoft is one of the main cloud vendors supporting Docker.) In the future, Docker will probably be ubiquitous in any datacenter in the cloud or on-premises. This guide is an introduction to developing microservices-based applications and managing them using containers.

Название: Architect Modern Web Applications with ASP.NET Core and Azure
Автор: Steve "ardalis" Smith
Издательство: Microsoft Developer Division
Год: 2021 (v5.0.1)
Страниц: 113
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This guide provides end-to-end guidance on building monolithic web applications using ASP.NET Core and Azure. In this context, "monolithic" refers to the fact that these applications are deployed as a single unit, not as a collection of interacting services and applications. The audience for this guide is mainly developers, development leads, and architects who are interested in building modern web applications using Microsoft technologies and services in the cloud.

Название: Machine Learning in Clinical Neuroscience: Foundations and Applications
Автор: Victor E. Staartjes, Luca Regli, Carlo Serra
Издательство: Springer
Год: 2022
Страниц: 343
Язык: английский
Формат: pdf (true)
Размер: 18.1 MB

This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by communicating the foundational knowledge and intuitions first before progressing to more advanced and specific topics, the book is well-suited even for clinicians without prior machine learning experience. Authored by a wide array of experienced global machine learning groups, the book is aimed at clinicians who are interested in mastering the basics of Machine Learning and who wish to get started with their own Machine Learning research.

Название: Beginning 3D Game Assets Development Pipeline: Learn to Integrate from Maya to Unity
Автор: Nova Villanueva
Издательство: Apress
Год: 2022
Страниц: 329
Язык: английский
Формат: pdf (true)
Размер: 14.7 MB

This project-based tutorial covers the creation of 3D assets in a game engine, from concept to implementation. You will learn the 3D pipeline using Maya and Substance Painter, which are industry-standard programs used for content creation in game development. You also will know how to add them and work with them in Unity. The book begins with an overall look at the production of game development and the different roles in creating assets. Then, starting with Maya, you learn how to start with a concept and take it through the entire production pipeline: base mesh, UV mapping, high poly, texturing, rigging, and animation. You will be working on one asset project throughout the entire book to understand how one phase leads to the next one. Lastly, you will cover asset placement and integration into Unity.