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 Название: Hands-on Azure Cognitive Services Applying AI and Machine Learning for Richer Applications
Автор: Ed Price, Adnan Masood, Gaurav Aroraa
Издательство: Apress
Год: 2021
Формат: PDF
Страниц: 376
Размер: 22,7 Mb
Язык: English
Use this hands-on guide book to learn and explore cognitive APIs developed by Microsoft and provided with the Azure platform. This book gets you started working with Azure Cognitive Services. You will not only become familiar with Cognitive Services APIs for applications, but you will also be exposed to methods to make your applications intelligent for deployment in businesses.
The book starts with the basic concepts of Azure Cognitive Services and takes you through its features and capabilities. You then learn how to work inside the Azure Marketplace for Bot Services, Cognitive Services, and Machine Learning. You will be shown how to build an application to analyze images and videos, and you will gain insight on natural language processing (NLP). Speech Services and Decision Services are discussed along with a preview of Anomaly Detector. You will go through Bing Search APIs and learn how to deploy and host services by using containers. And you will learn how to use Azure Machine Learning and create bots for COVID-19 safety, using Azure Bot Service. | |
Разместил: vitvikvas 18-09-2021, 11:31 | Комментарии: 0 | Подробнее
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 Название: Hands-on Azure DevOps: CICD Implementation for Mobile, Hybrid, and Web Applications Using Azure DevOps and Microsoft Azure
Автор: Mitesh Soni
Издательство: BPB Publications
Год: 2020
Формат: ePUB, PDF
Страниц: 670
Размер: 18 Mb
Язык: English
This book will cover an approach that includes the understanding of DevOps, Assessment of AS-IS state, DevOps Practices Implementation and measurement of success. The main objective is to demonstrate Continuous Practices of DevOps Culture using Microsoft Azure DevOps and Microsoft Azure Cloud across different types of applications such as Mobile apps, Hybrid Mobile App, and Web applications. The main idea is to have a uniform approach across different types of applications such as Mobile apps, Hybrid Mobile App, and Web applications. It is important to have a uniform approach of DevOps Practices implementation in an application written in different programming languages such as Java, Android, iOS, Node.js, Angular, Ionic Cordova, Xamarin, Python, and PHP. | |
Разместил: vitvikvas 18-09-2021, 11:22 | Комментарии: 0 | Подробнее
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 Название: Designing Microservices Using Django: Structuring, Deploying and Managing the Microservices Architecture with Django
Автор: Shayank Jain
Издательство: BPB Publications,
Год: 2020
Формат: ePUB, PDF
Страниц: 649
Размер: 14,9 Mb
Язык: English
Microservices architectures solve the multiple problems of software architecture. Django is a full-stack development framework, written in python.
This book includes everything necessary for web application development; from the user views to the information storage: model, persistence, relationships, controllers, forms, validations, rest API and a very useful back office. Furthermore, the book will show how to build production-ready microservices. It will help you create restful APIs and get familiar with Redis and Celery. Towards the end, the book will show how to secure these services and deploy these microservices using Django. Lastly, it will show how to scale our services. | |
Разместил: vitvikvas 18-09-2021, 11:08 | Комментарии: 0 | Подробнее
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 Название: Getting started with Deep Learning for Natural Language Processing: Learn how to build NLP applications with Deep Learning
Автор: Sunil Patel
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 783
Размер: 14,8 Mb
Язык: English
Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied.
This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN). This book not only covers the classical concept of text processing but also shares the recent advancements. This book will empower users in designing networks with the least computational and time complexity. This book not only covers basics of Natural Language Processing but also helps in deciphering the logic behind advanced concepts/architecture such as Batch Normalization, Position Embedding, DenseNet, Attention Mechanism, Highway Networks, Transformer models and Siamese Networks. This book also covers recent advancements such as ELMo-BiLM, SkipThought, and Bert. This book also covers practical implementation with step by step explanation of deep learning techniques in Topic Modelling, Text Generation, Named Entity Recognition, Text Summarization, and Language Translation. In addition to this, very advanced and open to research topics such as Generative Adversarial Network and Speech Processing are also covered. | |
Разместил: vitvikvas 18-09-2021, 10:54 | Комментарии: 0 | Подробнее
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 Название: Learn Emotion Analysis with R: Perform Sentiment Assessments, Extract Emotions, and Learn NLP Techniques Using R and Shiny
Автор: Partha Majumdar
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 956
Размер: 18,5 Mb
Язык: English
This book covers how to conduct Emotion Analysis based on Lexicons. Through a detailed code walkthrough, the book will explain how to develop systems for Sentiment and Emotion Analysis from popular sources of data, including WhatsApp, Twitter, etc.
The book starts with a discussion on R programming and Shiny programming as these will lay the foundation for the system to be developed for Emotion Analysis. Then, the book discusses essentials of Sentiment Analysis and Emotion Analysis. The book then proceeds to build Shiny applications for Emotion Analysis. The book rounds off with creating a tool for Emotion Analysis from the data obtained from Twitter and WhatsApp.
Emotion Analysis can be also performed using Machine Learning. However, this requires labeled data. This is a logical next step after reading this book. | |
Разместил: vitvikvas 18-09-2021, 10:45 | Комментарии: 0 | Подробнее
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 Название: Hands-on Go Programming: Learn Google’s Golang Programming, Data Structures, Error Handling and Concurrency
Автор: Sachchidanand Singh, Prithvipal Singh
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 453
Размер: 10 Mb
Язык: English
Hands-on Go Programming is designed to get you up and running as fast as possible with Go. You will not just learn the basics but get introduced to how to use advanced features of Golang.
The book begins with the basic concepts of Data types, Constants, Variables, Operators, Reassignment, and Redeclaration. Moving ahead, we explore and learn the use of Functions, Control flows, Arrays, Slices, Maps, and Structs using some great examples and illustrations. We then get to know about Methods in Golang. Furthermore, we learn about complex aspects of Golang such as Interfaces,Pointers, Concurrency and Error Handling.
By the end, you will be familiar with both the basics and advanced concepts of Go and start developing critical programs working using this language. | |
Разместил: vitvikvas 18-09-2021, 10:07 | Комментарии: 0 | Подробнее
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 Название: Introduction to Python in Earth Science Data Analysis: From Descriptive Statistics to Machine Learning
Автор: Maurizio Petrelli
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 229
Размер: 10 Mb
Язык: English
This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences. It drives the reader from his very first steps with Python, like setting up the environment and starting writing the first lines of codes, to proficient use in visualizing, analyzing, and modelling data in the field of Earth Science. Each chapter contains explicative examples of code, and each script is commented in detail. The book is minded for very beginners in Python programming, and it can be used in teaching courses at master or PhD levels. Also, Early careers and experienced researchers who would like to start learning Python programming for the solution of geological problems will benefit the reading of the book. | |
Разместил: vitvikvas 18-09-2021, 04:06 | Комментарии: 0 | Подробнее
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 Название: jаvascript. Дополнительные уроки для начинающих
Автор: Дронов Владимир
Издательство: БХВ
Год: 2022
Формат: PDF
Страниц: 354
Размер: 21,3 Mb
Язык: Русский
В книге 20 иллюстрированных уроков, более 20 практических упражнений на тему программирования веб-сценариев и 18 заданий для самостоятельной работы. Простым языком, кратко, наглядно рассказано о новых программных инструментах, появившихся в последние годы в языке jаvascript. Описаны новый синтаксис объявления классов, промисы, асинхронные функции, итераторы, генераторы и модули. Рассказано о новом загрузчике файлов, встроенной в веб-обозреватель СУБД, HTML-компонентах и шаблонах, средствах для захвата видео, наложении эффектов на звук. Рассмотрены технологии WebSocket для программирования веб-чата и WebRTC для создания службы видеотелефонии. Описаны прогрессивные веб-приложения (PWA), посредники и программируемый кэш, вывод всплывающих оповещений и установка PWA в операционной системе. | |
Разместил: vitvikvas 17-09-2021, 15:13 | Комментарии: 0 | Подробнее
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 Название: Exploring Android 2.2
Автор: Mark L. Murphy
Издательство: CommonsWare, LLC
Год: 2021
Формат: ePUB, PDF
Страниц: 617
Размер: 13,2 Mb
Язык: English
Many books — such as The Busy Coder's Guide to Android Development, — present programming topics, showing you how to use different APIs, tools, and so on.
This book is different.
This book has you build an app from the beginning. Whereas traditional programming guides are focused on breadth and depth, this book is focused on "hands-on", guiding you through the steps to build the app. It provides a bit of details on the underlying concepts, but it relies on other resources — such as The Busy Coder's Guide to Android Development — for the full explanation of those details. Instead, this book provides step-by-step instructions for building the app.
If you are the sort of person who "learns by doing", then this book is for you! | |
Разместил: vitvikvas 17-09-2021, 14:19 | Комментарии: 0 | Подробнее
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 Название: MERN Projects for Beginners
Автор: Nabendu Biswas
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 293
Размер: 24,8 Mb
Язык: English
Learn how to use the MERN stack (MongoDB, Express.js, React, and Node) to build five fully functioning web apps for dating, video sharing, messaging, and social media. While creating these web apps, you’ll learn key development concepts including how to use React hooks, Redux, MongoDB, Express, Heroku, Firebase, Material UI, and Google authentication. By expanding your portfolio with the projects you create, you will be well equipped as front-end developer. | |
Разместил: vitvikvas 17-09-2021, 12:49 | Комментарии: 0 | Подробнее
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