Название: Genetic Programming for Production Scheduling
Автор: Fangfang Zhang, Su Nguyen, Yi Mei
Издательство: Springer
Серия: Machine Learning: Foundations, Methodologies, and Applications
Год: 2021
Страниц: 357
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Scheduling, i.e., the assignment of resources to tasks and their sequencing, is an important challenge in many areas, including manufacturing, health care, construction, and even when scheduling processes within a computer. Given its wide ranging importance, it is not surprising that scheduling is one of the oldest and most researched topics in Operational Research. Evolutionary learning applies evolutionary computation to address optimisation problems in Machine Learning. Evolutionary computation is a computational intelligence technique inspired by natural evolution based on population. Evolutionary computation consists of a family of algorithms. The success of evolutionary computation relies on the improvement of individuals generation by generation. There are two main categories in EC, which are evolutionary algorithms such as genetic algorithms, genetic programming, evolution strategies, and evolutionary programming, and swarm intelligence such as particle swarm optimisation and ant colony optimisation. Evolutionary algorithms, especially genetic programming, are the focus in this book.

Название: WebAssembly в действии
Автор: Галлан Жерар
Издательство: Питер
Год: 2022
Формат: pdf
Страниц: 496
Размер: 36,5 Мб
Язык: русский

Создавайте высокопроизводительные браузерные приложения, не полагаясь на один только jаvascript! Компилируясь в бинарный формат WebAssembly, ваш код на C, C++ или Rust будет работать в браузере с оптимальной скоростью. WebAssembly обеспечивает большую скорость, возможности повторного использования существующего кода и доступ к новым и более быстрым библиотекам. Кроме того, при необходимости вы можете настроить взаимодействие с jаvascript.

Название: SwiftUI by Tutorials (4th Edition)
Автор: Antonio Bello, Bill Morefield
Издательство: Razeware LLC
Год: 2021
Страниц: 706
Язык: английский
Формат: pdf (true)
Размер: 117.2 MB

Build apps more efficiently with SwiftUI’s declarative approach and leave the old ways of imperative coding in the dust, with this freshly-updated book. SwiftUI is a new paradigm in Apple-related development. In 2014, after years of programming apps with Objective-C, Apple surprised the world with a new open-source language: Swift. Since its release, Swift has updated and evolved. And it is becoming one of the most beloved and powerful programming languages today.

Название: Programming in Scala, Fifth Edition
Автор: Martin Odersky, Lex Spoon, Bill Venners
Издательство: Artima Press
Год: 2021
Страниц: 651
Язык: английский
Формат: pdf (true)
Размер: 14.5 MB

This book is the authoritative tutorial on the Scala programming language, co-written by the language's designer, Martin Odersky. This fifth edition is a major rewrite of the entire book, adding new material to cover the many changes in Scala 3.0. In fact we have added so much new material that we split the book into two volumes. This volume, Programming in Scala, is a tutorial of Scala and functional programming. The second volume, Advanced Programming in Scala, which will be released as a PrePrint™ soon, is a deep dive into advanced aspects of Scala 3.

Название: Continuous Delivery 2.0: Business-leading DevOps Essentials
Автор: Qiao Liang
Издательство: CRC Press
Год: 2022
Страниц: 362
Язык: английский
Формат: pdf (true)
Размер: 24.8 MB

Since the term “software engineering” was coined, “quality” and “efficiency” have been its goals. Most information technology (IT) institutions have been making explorations along this path, they first came up with the waterfall model and then Capability Maturity Model Integration (CMMI) which has been worshiped as the “Bible” by many IT groups. When the “agile movement” arose, they decided to “do” Agile; when they heard about “Continuous Delivery”, they changed their mind to “do” Continuous Delivery. Now DevOps has come out and swept around the IT industry, becoming topic of salons and conferences and even hit the headline of various media. Not surprisingly, many companies cast their eyes at DevOps…

Название: Python for Data Analysis, 3rd Edition (Early Release)
Автор: Wes McKinney
Издательство: O'Reilly Media
Год: 2021-05-26, 2021-11-11
Формат: epub/azw3/pdf(conv.)
Размер: 10 Mb
Язык: English

Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.9 and pandas 1.2, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, and Jupyter in the process.

Название: Python for Geospatial Data Analysis: Theory, Tools, and Practice for Location Intelligence (Second Early Release)
Автор: Bonny P. McClain
Издательство: O’Reilly Media, Inc.
Год: 2021-11-11
Язык: английский
Формат: epub
Размер: 36.6 MB

In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analysis to gain a deeper understanding of their data questions. Author Bonny P. McClain demonstrates why detecting and quantifying patterns in geospatial data is vital. Both proprietary and open source platforms allow you to process and visualize spatial information. This book is for people familiar with data analysis or visualization who are eager to explore geospatial integration with Python.

Название: Introduction to Deep Learning for Healthcare
Автор: Cao Xiao, Jimeng Sun
Издательство: Springer
Год: 2021
Страниц: 236
Язык: английский
Формат: pdf (true), epub
Размер: 29.9 MB

This textbook presents Deep Learning models and their healthcare applications. It focuses on rich health data and deep learning models that can effectively model health data. Healthcare dаta: Among all healthcare technologies, electronic health records (EHRs) had vast adoption and a significant impact on healthcare delivery in recent years. One crucial benefit of EHRs is to capture all the patient encounters with rich multi-modality data. Healthcare data include both structured and unstructured information. Structured data include various medical codes for diagnoses and procedures, lab results, and medication information. Unstructured data contain 1) clinical notes as text, 2) medical imaging data such as X-rays, echocardiogram, and magnetic resonance imaging (MRI), and 3) time-series data such as the electrocardiogram (ECG) and electroencephalogram (EEG). Beyond the data collected during clinical visits, patient self-generated/reported data start to grow thanks to wearable sensors’ increasing use. The authors present deep learning case studies on all data described.

Название: React: Up & Running: Building Web Applications 2nd Edition (Final)
Автор: Stoyan Stefanov
Издательство: O’Reilly Media, Inc.
Год: 2022
Страниц: 232
Язык: английский
Формат: epub
Размер: 10.2 MB

Hit the ground running with React, the open source technology from Facebook for building rich web applications fast. Updated for the latest React release, the second edition of this hands-on guide shows you how to build React components and organize them into maintainable large-scale apps. If you're familiar with jаvascript syntax, you're ready to get started.

Название: SAP Activate Methodology in a Nutshell: Phases of SAP Activate Methodology
Автор: Sudipta Malakar
Издательство: BPB Publications
Год: 2019
Страниц: 445
Язык: английский
Формат: pdf, epub
Размер: 11.3 MB

The book promises to make you understand and practise the SAP Activate Framework. The focus is to take you on a journey of all the phases of SAP Activate methodology and make you understand all the phases with real life examples, lessons learnt, accelerators and best practices. Well articulation on how SAP Activate methodology can be used through real-world use cases, with a comprehensive discussion on Agile and Scrum, in the context of SAP Project. SAP Activate is an innovative, next generation business suite that allows producing working deliverables straight away. SAP Activate Methodology is a harmonized Agile implementation approach for cloud, on premise, and hybrid deployments for delivering shippable product increments in an iterative and incremental way.