Название: Advances in Machine Learning/Deep Learning-based Technologies - Vol.2
Автор: George A. Tsihrintzis, Maria Virvou, Lakhmi C. Jain
Издательство: Springer
Год: 2022
Страниц: 237
Язык: английский
Формат: pdf (true), epub
Размер: 40.7 MB

The book at hand aims at exposing its readers to some of the most significant Advances in Machine Learning/Deep Learning-based Technologies. The book consists of an editorial note and an additional ten (10) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into five parts, namely (i) Machine Learning/Deep Learning in Socializing and Entertainment, (ii) Machine Learning/Deep Learning in Education, (iii) Machine Learning/Deep Learning in Security, (iv) Machine Learning/Deep Learning in Time Series Forecasting, and (v) Machine Learning in Video Coding and Information Extraction.

Название: New Optimization Algorithms and their Applications: Atom-Based, Ecosystem-Based and Economics-Based
Автор: Zhenxing Zhang, Liying Wang
Издательство: Elsevier
Год: 2021
Страниц: 180
Язык: английский
Формат: pdf (true), epub
Размер: 31.5 MB

New Optimization Algorithms and Applications: Atom-Based, Ecosystem-Based and Economics-Based presents the development of three new optimization algorithms - an Atom Search Optimization (ASO) algorithm, an Artificial Ecosystem-Based Optimization algorithm (AEO), a Supply Demand Based Optimization (SDO), and their applications within engineering. These algorithms are based on benchmark functions and typical engineering cases. The book describes the algorithms in detail and demonstrates how to use them in engineering. The title verifies the performance of the algorithms presented, simulation results are given, and MATLAB® codes are provided for the methods described.

Название: Python from the Very Beginning: With 100 exercises and answers
Автор: John Whitington
Издательство: Coherent Press
Год: 2020
Страниц: 385
Язык: английский
Формат: pdf, epub
Размер: 11.6 MB

In Python from the Very Beginning John Whitington takes a no-prerequisites approach to teaching a modern general-purpose programming language. Each small, self-contained chapter introduces a new topic, building until the reader can write quite substantial programs. There are plenty of questions and, crucially, worked answers and hints. Python from the Very Beginning will appeal both to new programmers, and to experienced programmers eager to explore a new language. It is suitable both for formal use within an undergraduate or graduate curriculum, and for the interested amateur.

Название: Java Programming Simplified: From Novice to Professional- Start at the Beginning and Learn the World of Java - Start at the Beginning and Learn the World of Java
Автор: Dr. Muneer Ahmad Dar
Издательство: BPB Publications
Год: 2020
Страниц: 344
Язык: английский
Формат: pdf, epub
Размер: 10.29 MB

Java With a lot of Programming examples. This book has been designed in such a manner so as to make anyone understand the Java language, with a lot of practical examples implemented on the Eclipse platform. This book comprehensively covers all the concepts of Java, starting with the installation of Java and the usage of IDE for Java development and efficiently covers all required topics of Java language with some advanced concepts like JDBC and event handling in Java.

Название: GIS Tutorial for ArcGIS Pro 2.8
Автор: Wilpen L. Gorr, Kristen S. Kurland
Издательство: Esri Press
Год: 2021
Страниц: 772
Язык: английский
Формат: pdf, epub
Размер: 52.7 MB

Learn the latest ArcGIS Pro tools and workflows with this popular book! Updated for the latest version of ArcGIS Pro, GIS Tutorial for ArcGIS Pro 2.8 is the book of choice for classrooms and self-learners seeking to begin or grow their expertise using Esri’s premier desktop geographic information system (GIS) technology. This fourth edition features newly revised geocoding workflows. Students will find simplified steps and figures that match the 2.8 interface. When finished, readers will have learned how to make maps; find, create and analyze data; and manage operational systems while using ArcGIS Pro, ArcGIS Online, ArcGIS StoryMaps, ArcGIS Dashboards, ArcGIS Collector, and more. ArcGIS Pro is Esri’s powerful single desktop GIS application, with an intuitive user interface for creating, using, and analyzing professional 2D and 3D maps. ArcGIS Pro’s tasks, ModelBuilder models, and apps also allow you to build operational systems that help organizations use GIS daily.

Название: Building Modern Serverless Web APIs: Develop Microservices and Implement Serverless Applications with .NET Core 3.1
Автор: Tanmoy Sarkar
Издательство: BPB Publications
Год: 2021
Страниц: 450
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Building and hosting microservices without servers using AWS Lambda. Building Modern Serverless Web APIs introduces you to the serverless paradigm of the Web API application, its advantages, and presents you the modern approach of developing the Web API. The book makes efficient use of AWS Lambda services to develop efficient, scalable, and cost-effective API solutions. The book begins with a quick introduction to microservices, its characteristics, and current challenges faced in developing and implementing them. The book explores core concepts of ASP.NET Core and some important AWS services that are commonly used to build microservices using AWS. It explores and provides real hands-on microservice patterns and some of the best practices used in designing the serverless architecture. Furthermore, the book covers end-to-end demonstration of an application where you will learn to develop, build, deploy, and monitor microservices on AWS Lambda using .NET Core 3.1

Название: Building Web Apps with Python and Flask: Learn to Develop and Deploy Responsive RESTful Web Applications Using Flask Framework
Автор: Malhar Lathkar
Издательство: BPB Publications
Год: 2021
Страниц: 560
Язык: английский
Формат: epub
Размер: 10.18 MB

A practical guide for the rapid web application development with Flask. This book teaches the reader the complete workflow of developing web applications using Python and its most outperforming microframework, Flask. The book begins with getting you up to speed in developing a strong understanding of the web application development process and how Python is used in developing the applications. You will learn how to write your own first Flask-based web application in Python. You will learn about web gateway interfaces, including CGI and WSGI along with various tools like the Jinja 2 engine, Werkzeug toolkit, and Click toolkit. This book is ideal for Python enthusiasts, open source contributors, and web app developers who intend to add Python web technologies in their skillsets and startup companies. The understanding of the core Python language with intermediate level expertise is required and experience of working with SQL, HTML, CSS, and jаvascript is an added advantage.

Название: Domain Storytelling: A Collaborative, Visual, and Agile Way to Build Domain-Driven Software
Автор: Stefan Hofer, Henning Schwentner
Издательство: Pearson Education, Inc.
Год: 2022
Страниц: 564
Язык: английский
Формат: epub
Размер: 10.1 MB

Build Better Business Software by Telling and Visualizing Stories. Storytelling is at the heart of human communication—why not use it to overcome costly misunderstandings when designing software? By telling and visualizing stories, domain experts and team members make business processes and domain knowledge tangible. Domain Storytelling enables everyone to understand the relevant people, activities, and work items. With this guide, the method's inventors explain how domain experts and teams can work together to capture insights with simple pictographs, show their work, solicit feedback, and get everyone on the same page. This guide is for everyone who wants more effective software—from developers, architects, and team leads to the domain experts, product owners, and executives who rely on it every day.

Название: Learning Elasticsearch 7.x: Index, Analyze, Search and Aggregate Your Data Using Elasticsearch
Автор: Anurag Srivastava
Издательство: BPB Publications
Год: 2021
Страниц: 812
Язык: английский
Формат: epub
Размер: 10.2 MB

A step-by-step guide that will teach you how to use Elasticsearch in your application effectively. In the modern Information Technology age, we are flooded with loads of data so we should know how to handle those data and transform them to fetch meaningful information. This book is here to help you manage the data using Elasticsearch. The book starts by covering the fundamentals of Elasticsearch and the concept behind it. After the introduction, you will learn how to install Elasticsearch on different platforms. You will then get to know about Index Management where you will learn to create, update, and delete Elasticsearch indices. Then you will understand how the Query DSL works and how to write some complex search queries using the Query DSL. After completing these basic features, you will move to some advanced topics. Under advanced topics, you will learn to handle Geodata which can be used to plot the data on a map. This book is for developers, architects, DBA, DevOps, and other readers who want to learn Elasticsearch efficiently and want to apply that in their application whether it is a new one or an existing one. It is also beneficial to those who want to play with their data using Elasticsearch. Basic computer programming is a prerequisite.

Название: Hands-on Pipeline as Code with Jenkins: CI/CD Implementation for Mobile, Web, and Hybrid Applications Using Jenkins
Автор: Mitesh Soni
Издательство: BPB Publications
Год: 2021
Страниц: 491
Язык: английский
Формат: epub
Размер: 10.1 MB

A step-by-step guide to implementing Continuous Integration and Continuous Delivery (CICD) for Mobile, Hybrid, and Web applications. The main objective of the book is to create Declarative Pipeline for programming languages such as Java, Android, iOS, AngularJS, NodeJS, Flutter, Ionic Cordova, and .Net. The book starts by introducing all the areas which encompass the field of DevOps Practices. It covers definition of DevOps, DevOps history, benefits of DevOps culture, DevOps and Value Streams, DevOps practices, different Pipeline types such as Build Pipeline, Scripted Pipeline, Declarative Pipeline, and Blue Ocean. Each chapter focuses on Pipeline that includes Static Code Analysis using SonarQube or Lint tools, Unit tests, calculating code coverage, publishing unit tests and coverage reports, verifying the threshold of code coverage, creating build/package, and distributing package to a specific environment based on the type of programming language. The book will also teach you how to use different deployment distribution environments such as Azure App Services, Docker, Azure Container Services, Azure Kubernetes Service, and App Center.