Название: Deep Learning Design Patterns (MEAP)
Автор: Andrew Ferlitsch
Издательство: Manning Publications
Год: 2020
Страниц: 244
Язык: английский
Формат: pdf (true)
Размер: 10.58 MB

Deep learning has revealed ways to create algorithms for applications that we never dreamed were possible. For software developers, the challenge lies in taking cutting-edge technologies from R&D labs through to production. Deep Learning Design Patterns is here to help. In it, you'll find deep learning models presented in a unique new way: as extendable design patterns you can easily plug-and-play into your software projects. Written by Google deep learning expert Andrew Ferlitsch, it's filled with the latest deep learning insights and best practices from his work with Google Cloud AI. Each valuable technique is presented in a way that's easy to understand and filled with accessible diagrams and code samples.

Название: Statistics And Data Analysis Through R
Автор: Cesar Perez Lopez
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 204
Язык: английский
Формат: pdf, mobi, epub
Размер: 14.5 MB

This book focuses on the implementation of statistics and data analysis through R. It deals first with the Exploratory Data Analysis both numerically and graphically, which is always a technique prior to any other statistical analysis. Descriptive statistics and the calculation of probabilities are then developed. Subsequently, the multiple regression model is approached, focusing on the problems of its estimation and diagnosis. It also delves into the generalized linear models and the analysis of variance and covariance models. Dimension reduction techniques are also addressed with special emphasis on principal component analysis and factor analysis. Finally, the segmentation techniques related to hierarchical and non-hierarchical cluster analysis are presented.

Название: Coding In Java
Автор: Shalini Shekhar
Издательство: BookMedia
Год: 2020
Формат: EPUB, PDF
Страниц: 297
Размер: 12,6 Mb
Язык: English

My book, Coding in Java teaches Java Coding. Instead of focusing on theory aspect, this book emphasizes more on practicing codes. The book discusses program codes in detail. Explaining the relevance of each part as to why it is needed and how they affect the program and thus improves your understanding of the code. The book covers the most complicated topics like Packages, Interfaces, Multithreading, File handling, Exception handling, AWT, Event handling and Applet Programming.

Название: Robust Python: Write Clean and Maintainable Code (Early Release)
Автор: Patrick Viafore
Издательство: O’Reilly Media
Год: 2020
Формат: EPUB
Страниц: 150
Размер: 10 Mb
Язык: English

Do you use Python? Do you feel like your projects are getting bigger and bigger? Are you feeling the pain as your codebase grows and gets tougher to debug and maintain? Python is an easy language to learn and develop in, but that also means it's easy for systems to grow beyond comprehension quickly.
Thankfully, Python has features that help developers overcome maintainability woes. In this book, we're going to look at how to effectively use Python's typing system to the max. We'll look at user defined types, such as classes and enums, as well as Python's type hinting system. We'll explore how to make your Python extensible, and how to have a comprehensive testing strategy as a safety net. At the end, you'll be able to write clearer and more maintainable code using Python types.

Название: Structural Equation Modeling: Applications Using Mplus, Second Edition
Автор: Jichuan Wang, Xiaoqian Wang
Издательство: John Wiley & Sons
Год: 2020
Формат: PDF
Страниц: 537
Размер: 10.59 МБ
Язык: English

Focusing on the conceptual and practical aspects of Structural Equation Modeling (SEM), this book demonstrates basic concepts and examples of various SEM models, along with updates on many advanced methods, including confirmatory factor analysis (CFA) with categorical items, bifactor model, Bayesian CFA model, item response theory (IRT) model, graded response model (GRM), multiple imputation (MI) of missing values, plausible values of latent variables, moderated mediation model, Bayesian SEM, latent growth modeling (LGM) with individually varying times of observations, dynamic structural equation modeling (DSEM), residual dynamic structural equation modeling (RDSEM), testing measurement invariance of instrument with categorical variables, longitudinal latent class analysis (LLCA), latent transition analysis (LTA), growth mixture modeling (GMM) with covariates and distal outcome, manual implementation of the BCH method and the three-step method for mixture modeling, Monte Carlo simulation power analysis for various SEM models, and estimate sample size for latent class analysis (LCA) model.

Название: Pro Microsoft Teams Development: A Hands-on Guide to Building Custom Solutions for the Teams Platform
Автор: Rick Van Rousselt
Издательство: Apress
Год: 2021
Формат: PDF, EPUB
Страниц: 409
Размер: 25 Mb
Язык: English

Leverage the Microsoft Teams developer platform to integrate and build your apps in Teams.
Busy developers will want to integrate it with other applications, both existing and new ones. Use this practical, hands-on guide to get you started building amazing custom solutions on and for Microsoft Teams, the new collaboration workspace in Office 365 and the fastest growing app in Microsoft history.

Название: Designing Digital Products for Kids: Deliver User Experiences That Delight Kids, Parents, and Teachers
Автор: Rubens Cantuni
Издательство: Apress
Год: 2020
Страниц: 265
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB


Childhood learning is now more screen-based than ever before, and app developers are flocking in droves to this lucrative and exciting market. The younger generation deserves the best, and growing up in a digital world has made them discerning and demanding customers. Creating a valuable user experience for a child is as complex and involved as when designing a typical app for an adult, if not more, and Designing Digital Products for Kids is here to be your guide. Author and designer Rubens Cantuni recognizes the societal importance of a high-quality and ethical app experience for children. There is room for significant improvement in this space, and Cantuni helps you optimize it. Designing Digital Products for Kids walks hopeful developers through digital product design―including research, concept, design, release, marketing, testing, analyzing, and iterating―all while aiming to build specifically for children.

Название: MonoGame Mastery: Build a Multi-Platform 2D Game and Reusable Game Engine
Автор: Jarred Capellman, Louis Salin
Издательство: Apress
Год: 2020
Страниц: 335
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Master the art of game creation with MonoGame―the cross-platform framework of choice for independent developers. Learn the various aspects needed to create your next game by covering MonoGame framework specifics, engine creation, graphics, patterns, and more. The MonoGame framework provides an incredible canvas for the programmer to create their next 2D game, and this book teaches you to make the most of it. You will start from the ground up, beginning with the basics of what MonoGame is, the pipeline, and then how to build a reusable game engine on top of the framework. You will deep dive into various components of each aspect of a game, including graphics, input, audio, and artificial intelligence.

Название: Практикум по программированию. Обработка числовых данных
Автор: Алексеев Ю.А., Ваулин А.С., Куров А.В.
Издательство: МГТУ
Год: 2008
Cтраниц: 288
Формат: pdf (ocr)
Размер: 31 мб
Язык: русский

Приведены обработка числовых типов данных, краткие теоретические сведения, примеры программ реализации изучаемых алгоритмов, а также задания для выполнения лабораторных работ по каждой из рассматриваемых в курсе тем. Пособие ориентировано на среду программирования Бе1рЫ и содержит большое количество важных алгоритмов решения инженерных задач.

Название: Machine Learning Engineering
Автор: Andriy Burkov
Издательство: True Positive Inc.
Год: 2020
Страниц: 274
Язык: английский
Формат: pdf (true)
Размер: 38.7 MB

Learning Book, this new book by Andriy Burkov is the most complete applied AI book out there. It is filled with best practices and design patterns of building reliable machine learning solutions that scale. Andriy Burkov has a Ph.D. in AI and is the leader of a machine learning team at Gartner. This book is based on Andriy's own 15 years of experience in solving problems with AI as well as on the published experience of the industry leaders.