Название: Linear Algebra and Its Applications with R
Автор: Ruriko Yoshida
Издательство: CRC Press
Год: 2021
Формат: PDF
Страниц: 424
Размер: 11,6 Mb
Язык: English

This book developed from the need to teach a linear algebra course to students focused on data science and bioinformatics programs. These students tend not to realize the importance of linear algebra in applied sciences, since traditional linear algebra courses tend to cover mathematical contexts but not the computational aspect of linear algebra or its applications to data science and bioinformatics.
The author presents the topics in a traditional course, yet offers lectures as well as lab exercises on simulated and empirical data sets. This textbook provides students a theoretical basis which can then be applied to the practical R and python problems, providing the tools needed for real-world applications.

Название: Handbook of Regression Modeling in People Analytics: With Examples in R and Python
Автор: Keith McNulty
Издательство: CRC Press
Год: 2021
Формат: True PDF
Страниц: 272
Размер: 13,3 Mb
Язык: English

Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best ‘swiss army knife’ we have for answering these kinds of questions.

Название: PowerShell Cookbook: Your Complete Guide to Scripting the Ubiquitous Object-Based Shell 4th Edition
Автор: Lee Holmes
Издательство: O'Reilly Media
Год: 2021-06-16
Формат: epub/pdf(conv.)
Страниц: 984
Размер: 19.2 Mb
Язык: English

How do you use PowerShell to navigate the filesystem, manage files and folders, or retrieve a web page? This introduction to the PowerShell language and scripting environment provides more than 400 task-oriented recipes to help you solve all kinds of problems. Intermediate to advanced system administrators will find more than 100 tried-and-tested scripts they can copy and use immediately.

Название: Learn to Code by Solving Problems: A Python Programming Primer
Автор: Daniel Zingaro
Издательство: No Starch Press
Год: 2021
Формат: epub/pdf(conv.)
Страниц: 336
Размер: 10 Mb
Язык: English

Learn to Code by Solving Problems is a practical introduction to programming using Python. It uses coding-competition challenges to teach you the mechanics of coding and how to think like a savvy programmer.
Computers are capable of solving almost any problem when given the right instructions. That’s where programming comes in. This beginner’s book will have you writing Python programs right away.

Название: Computational Vision and Bio-Inspired Computing: ICCVBIC 2020
Автор: S. Smys, Joao Manuel R.S. Tavares, Robert Bestak
Издательство: Springer
Год: 2021
Страниц: 857
Язык: английский
Формат: pdf (true)
Размер: 33.5 MB

This book includes selected papers from the 4th International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2020), held in Coimbatore, India, from November 19 to 20, 2020. This proceedings book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. The book reveals the theoretical and practical aspects of bio-inspired computing techniques, like Machine Learning, sensor-based models, evolutionary optimization and big data modeling and management that make use of effectual computing processes in the bio-inspired systems. As such it contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human–computer interaction, image processing, sensor-based single processing, recommender systems and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications.

Название: Beginning Azure Synapse Analytics: Transition from Data Warehouse to Data Lakehouse
Автор: Bhadresh Shiyal
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 263
Размер: 12 Mb
Язык: English

Get started with Azure Synapse Analytics, Microsoft's modern data analytics platform. This book covers core components such as Synapse SQL, Synapse Spark, Synapse Pipelines, and many more, along with their architecture and implementation.

Название: Multi-Platform Graphics Programming with Kivy: Basic Analytical Programming for 2D, 3D, and Stereoscopic Design
Автор: Moises Cywiak, David Cywiak
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 374
Размер: 10 Mb
Язык: English

Modern science requires computer graphics models to provide realistic visual renderings. Learning the appropriate programming tools for 2D and 3D modeling doesn’t have to be so difficult. This book reviews the best programming tools to achieve this and explains how to apply them to mobile platforms like Android.
Multi-Platform Graphics Programming with Kivy provides a straightforward introductory approach for designing 2D, 3D, and stereoscopic applications, using analytical equations from vector algebra. Throughout the book you’ll look closely at this approach and develop scenes in Kivy, taking advantage of powerful mathematical functions for arrays by NumPy for Python.

Название: Modern Front-End Development for Rails: Hotwire, Stimulus, Turbo, and React
Автор: Noel Rappin
Издательство: Pragmatic Bookshelf
Год: June 9, 2021 (version B9.0)
Страниц: 382
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 14.5 MB

Improve the user experience for your Rails app with rich, engaging client-side interactions. Learn to use the Rails 6 tools and simplify the complex jаvascript ecosystem. It’s easier than ever to build user interactions with Hotwire, Turbo, Stimulus, and Webpacker. You can add great front-end flair without much extra complication. Use React to build a more complex set of client-side features. Structure your code for different levels of client-side needs with these powerful options. Add to your toolkit today!

Название: Server Side Swift with Vapor (3rd Edition)
Автор: Tim Condon, Tanner Nelson, Jonas Schwartz и др.
Издательство: Razeware LLC
Год: Mar 30 2021 (v3.0.1)
Страниц: 616
Язык: английский
Формат: pdf (true), epub
Размер: 42.0 MB, 41.2 MB

The definitive book on building web apps and web APIs using Server-Side Swift with Vapor, written by the creators of the Vapor 4 framework. Learn how to build web apps and web APIs using Swift and the Vapor 4 framework! If you’re a beginner to web development, but have worked with Swift for some time, you’ll find it’s easy to create robust, fully featured web apps and web APIs with Vapor 4. Whether you’re looking to create a backend for your iOS app, or want to create fully-featured web apps, Vapor is the perfect platform for you. This book starts with the basics of web development and introduces the basics of Vapor; it then walks you through creating APIs and web backends; creating and configuring databases; deploying to Heroku, AWS, or Docker; testing your creations and more!

Название: Многокритериальные нейроэволюционные системы в задачах машинного обучения и человеко-машинного взаимодействия
Автор: Сопов Е. А., Иванов И. А
Издательство: Сиб. федер. ун-т
Год: 2019
Формат: PDF
Страниц: 160
Размер: 10 Mb
Язык: Русский

Рассмотрены методы и модели машинного обучения для построения автоматизированных систем человеко-машинного взаимодействия. Предназначена для студентов, аспирантов и научных работников, интересующихся проблемами проектирования методов и моделей машинного и глубинного обучения.