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Название: Practical Time Series Analysis: Prediction with Statistics and Machine Learning (First Edition)
Автор: Aileen Nielsen
Издательство: O'Reilly Media
Год: 2019
Формат: epub/pdf(conv.)
Страниц: 504
Размер: 17.8 Mb
Язык: English

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.
Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly.

Название: Semantic Software Design: A New Theory and Practical Guide for Modern Architects
Автор: Eben Hewitt
Издательство: O’Reilly Media, Inc.
Год: 2019
Страниц: 334
Язык: английский
Формат: pdf (true), epub
Размер: 13.0 MB

With this practical book, architects, CTOs, and CIOs will learn a set of patterns for the practice of architecture, including analysis, documentation, and communication. Author Eben Hewitt shows you how to create holistic and thoughtful technology plans, communicate them clearly, lead people toward the vision, and become a great architect or Chief Architect. This book covers each key aspect of architecture comprehensively, including how to incorporate business architecture, information architecture, data architecture, application (software) architecture together to have the best chance for the system's success.

Название: Beginner's Step-by-Step Coding Course: Learn Computer Programming the Easy Way
Автор: Clif Kussmaul, Sean McManus, Craig Steele
Издательство: DK
Год: 2020
Страниц: 360
Язык: английский
Формат: True PDF
Размер: 56.61 MB

With this visual guide to computer programming for beginners, it has never been easier to learn how to code. Coding skills are in high demand and the need for programmers is still growing. Covering three of the most popular languages for new coders, this book uses a graphic method to break complex subjects into user-friendly chunks, bringing essential skills within easy reach. Each chapter contains tutorials on practical projects designed to teach you the main applications of each language, such as building websites, creating games, and designing apps. The book also looks at many of the main coding languages that are out there, outlining the key applications of each language, so you can choose the right language for you.

Название: Objects First with Java: A Practical Introduction Using BlueJ, 6th Edition
Автор: David J. Barnes, Michael Kolling
Издательство: Pearson
Год: 2017
Страниц: 667
Язык: английский
Формат: pdf (true)
Размер: 24.7 MB

A Modern Approach to Functional Programming. Objects First with Java: A Practical Introduction is an introduction to object-oriented programming for beginners. The main focus of the book is general object-oriented and programming concepts from a software engineering perspective. The first chapters are written for readers with no programming experience with later chapters being more suitable for advanced or professional programmers. The Java programming language and BlueJ—the Java development environment — are the two tools used throughout the book.

Название: Rapid Docker on AWS: The fastest way to start with Docker on Amazon Web Services
Автор: Andreas Wittig, Michael Wittig
Издательство: widdix GmbH
Год: 2019
Страниц: 186
Язык: английский
Формат: pdf (conv), mobi, epub
Размер: 10.1 MB

Rapid Docker on AWS guides you through deploying your web application on a highly available, scalable, and cost-effective container-based infrastructure provided by Amazon Web Services (AWS). You will learn to leverage three important DevOps techniques—Docker, continuous deployment, and infrastructure as code—to automate the process of deploying your Docker containers and infrastructure to AWS when changes are committed to your source code repository.

Название: Technology In Action Complete, 16th Edition
Автор: Alan Evans, Jonathan Weyers
Издательство: Pearson
Год: 2019
Страниц: 625
Язык: английский
Формат: pdf (true)
Размер: 69.7 MB

Using technology to teach technology. Best-selling Technology in Action Complete uses practical content and hands-on projects to engage students in computing tasks and skills they can apply at work, in class, or at home. Designed for today’s technically savvy students, the text introduces difficult concepts at a basic level early on, then expands upon these skills as students build mastery. The 16th edition further emphasizes the importance of digital literacy with two new Try This projects

Название: Design Computing: An Overview of an Emergent Field
Автор: Brian R. Johnson
Издательство: Routledge
Год: 2017
Страниц: 220
Язык: английский
Формат: pdf (conv), epub
Размер: 10.1 MB

Design Computing will help you understand the rapidly evolving relationship between computing, designers, and the many different environments they create or work in. The book introduces the topic of design computing, and covers the basics of hardware and software, so you don’t need to be an expert. Topics include the fundamentals of digital representation, programming and interfaces for design; the shifting landscape of opportunity and expectation in practice and pedagogy; placing sensors in buildings to measure performance; and the challenge of applying information effectively in design. The book also includes additional reading for those who wish to dig deeper into the subject.

Название: Variational Bayesian Learning Theory
Автор: Shinichi Nakajima, Kazuho Watanabe
Издательство: Cambridge University Press
Год: 2019
Страниц: 561
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Variational Bayesian learning is one of the most popular methods in Machine Learning (ML). Designed for researchers and graduate students in Machine Learning, this book summarizes recent developments in the non-asymptotic and asymptotic theory of variational Bayesian learning and suggests how this theory can be applied in practice. The authors begin by developing a basic framework with a focus on conjugacy, which enables the reader to derive tractable algorithms.

Название: Elementary Synchronous Programming: in C++ and Java via Algorithms
Автор: Ali S. Janfada
Издательство: Walter de Gruyter
Год: 2019
Страниц: 411
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

Algorithms are the essence of programming. After their construction, they have to be translated to the codes of a specific programming language. There exists a maximum of ten basic algorithmic templates. This textbook aims to provide the reader with a more convenient and efficient method to create a program by translating algorithms, template by template with C++ and Java.

Название: Bayesian Hierarchical Models: With Applications Using R, 2nd Edition
Автор: Peter D. Congdon
Издательство: Chapman and Hall/CRC
Год: 2019
Страниц: 593
Язык: английский
Формат: pdf (true)
Размер: 15.4 MB

An intermediate-level treatment of Bayesian hierarchical models and their applications, this book demonstrates the advantages of a Bayesian approach to data sets involving inferences for collections of related units or variables, and in methods where parameters can be treated as random collections. Through illustrative data analysis and attention to statistical computing, this book facilitates practical implementation of Bayesian hierarchical methods. The new edition is a revision of the book Applied Bayesian Hierarchical Methods. It maintains a focus on applied modelling and data analysis, but now using entirely R-based Bayesian computing options.