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37.70 MB – epub, mobi, pdf

Beschreibung:

Build end-to-end industrial-strength NLP models using advanced morphological and syntactic features in spaCy to create real-world applications with ease
Key Features

Gain an overview of what spaCy offers for natural language processing
Learn details of spaCy’s features and how to use them effectively
Work through practical recipes using spaCy

Book Description

spaCy is an industrial-grade, efficient NLP Python library. It offers various pre-trained models and ready-to-use features. Mastering spaCy provides you with end-to-end coverage of spaCy’s features and real-world applications.

You’ll begin by installing spaCy and downloading models, before progressing to spaCy’s features and prototyping real-world NLP apps. Next, you’ll get familiar with visualizing with spaCy’s popular visualizer displaCy. The book also equips you with practical illustrations for pattern matching and helps you advance into the world of semantics with word vectors. Statistical information extraction methods are also explained in detail. Later, you’ll cover an interactive business case study that shows you how to combine all spaCy features for creating a real-world NLP pipeline. You’ll implement ML models such as sentiment analysis, intent recognition, and context resolution. The book further focuses on classification with popular frameworks such as TensorFlow’s Keras API together with spaCy. You’ll cover popular topics, including intent classification and sentiment analysis, and use them on popular datasets and interpret the classification results.

By the end of this book, you’ll be able to confidently use spaCy, including its linguistic features, word vectors, and classifiers, to create your own NLP apps.

What you will learn

Install spaCy, get started easily, and write your first Python script
Understand core linguistic operations of spaCy
Discover how to combine rule-based components with spaCy statistical models
Become well-versed with named entity and keyword extraction
Build your own ML pipelines using spaCy
Apply all the knowledge you’ve gained to design a chatbot using spaCy

Who this book is for

This book is for data scientists and machine learners who want to excel in NLP as well as NLP developers who want to master spaCy and build applications with it. Language and speech professionals who want to get hands-on with Python and spaCy and software developers who want to quickly prototype applications with spaCy will also find this book helpful. Beginner-level knowledge of the Python programming language is required to get the most out of this book. A beginner-level understanding of linguistics such as parsing, POS tags, and semantic similarity will also be useful.
Table of Contents

Getting Started with spaCy
Core Operations with spaCy
Linguistic Features
Rule-Based Matching
Working with Word Vectors and Semantic Similarity
Putting Everything Together: Semantic Parsing with spaCy
Customizing spaCy Models
Text Classification with spaCy
spaCy and Transformers
Putting Everything Together: Designing Your Chatbot with spaCy

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17.58 MB – epub

Beschreibung:

Get to grips with the AWS Amplify framework and use it to build scalable cloud-native progressive web apps with React and cross-platform mobile apps with React Native in TypeScript

Key Features

Explore the capabilities of AWS Amplify with popular app frameworks for both web and mobile app platforms
Build your first cloud-native web and mobile applications using AWS Amplify
Leverage AWS Amplify to design GraphQL APIs for your web and mobile applications

Book Description

AWS Amplify is a modern toolkit that includes a command line interface (CLI); libraries for JS, iOS, and Android programming; UI component libraries for frameworks like React, Angular, and Vue.js for web development, and React Native and Flutter for mobile development.
You’ll begin by learning how to build AWS Amplify solutions with React and React Native with TypeScript from scratch, along with integrating it with existing solutions. This book will show you the fastest way to build a production-ready minimum viable product (MVP) within days instead of years. You’ll also discover how to increase development speed without compromising on quality by adopting behavior-driven development (BDD) and Cypress for end-to-end test automation, as well as the Amplify build pipeline (DevOps or CI/CD pipeline) to ensure optimal quality throughout continuous test automation and continuous delivery. As you advance, you’ll work with React to determine how to build progressive web apps (PWAs) with Amplify and React Native for cross-platform mobile apps. In addition to this, you’ll find out how to set up a custom domain name for your new website and set up the AWS Amplify Admin UI for managing the content of your app effectively.
By the end of this AWS book, you’ll be able to build a full-stack AWS Amplify solution all by yourself.

What you will learn

Build React and React Native apps with Amplify and TypeScript
Explore pre-built Amplify UI components for rapid prototyping
Add user management with Amplify authentication to your app
Use Amplify GraphQL to create a blog post
Discover how to upload photos to Amplify Storage
Enable DevOps with the Amplify pipeline for your app
Get to grips with BDD and test automation with Cypress and Cucumber
Set up a custom domain name for your website and manage app content with the Amplify Admin UI

Who this book is for
This book is for developers and tech companies looking to develop cloud-native products rapidly with the AWS ecosystem. Web and mobile developers with little-to-no experience in TypeScript programming will also find this book helpful. Although no prior experience with AWS or TypeScript is required, basic familiarity with modern frameworks such as React and React Native is useful.

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25.64 MB – epub

Beschreibung:

Microsoft Lists is an extremely flexible and powerful platform for creating custom data models. Hands-On Microsoft Lists is an easy-to-read guide for those who want to get started with Lists, as well as those who are already familiar with the basic concepts and want to create custom and flexible Lists that are easily available through a web interface.
This comprehensive introduction to Lists will show you how to get up to speed in no time with the help of practical guidance and examples. Complete with hands-on tutorials and projects, you’ll understand how to use and implement Microsoft Lists effectively. You’ll start by covering all the basic concepts that will help you to build your Microsoft Lists and get the most out of the platform. As you progress, you’ll explore how to customize Microsoft Lists layouts and forms. Later chapters will guide you through integrating Microsoft Lists with the Power Platform. Throughout the book, you’ll work with practical scenarios that you can use daily to improve the collaboration in your organization.

By the end of this Microsoft book, you’ll have learned how to create custom data models to improve the way your data is put together, managed, and consumed in your workplace.

What you will learn
[*]Use the Lists platform effectively in the modern workplace
[*]Get to grips with data privacy
[*]Discover how to customize Microsoft Lists data and forms
[*]Automate processes using Microsoft Lists
[*]Extend the default features of Microsoft Lists using the SharePoint framework
[*]Create custom list templates using PnP PowerShell
[*]Extend Microsoft Lists using Power Platform

Who this book is for
This book is for business professionals and end users working with Microsoft 365 tools such as Microsoft SharePoint and Microsoft Teams who are looking to improve the way their data is structured, managed, and consumed inside an organization. Basic knowledge of SharePoint and Excel is assumed.

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6.84 MB – epub

Beschreibung:

The latest title in Addison Wesley’s world-renowned Robert C. Martin Series on better software development, [b]Code That Fits in Your Head[/b] offers indispensable practical advice for writing code at a sustainable pace, and controlling the complexity that causes too many software projects to spin out of control.

Reflecting decades of experience consulting on software projects and helping development teams succeed, Mark Seemann shares proven practices and heuristics, supported by realistic advice. His guidance ranges from checklists to teamwork, encapsulation to decomposition, API design to unit testing and troubleshooting.

Throughout, Seemann illuminates his insights with up-to-date code examples drawn from a start to finish sample project. Seemann’s examples are written in C#, and designed to be clear and useful to every object-oriented enterprise developer, whether they use C#, Java, or another language. Code That Fits in Your Head is accompanied by the complete code base for this sample application, organized in a Git repository to facilitate further exploration of details that dont fit in the text.

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6.13 MB – pdf

Beschreibung:

This book will help you to develop working source code for the Arduino microcontroller. In these pages, we will primarily concern ourselves with the software aspect of physical computing—designing code to work with physical objects that exhibit behavior or interactivity through software. Starting with the basic context of the Arduino platform to getting up and running with our first code, we will discuss the structure and syntax of Arduino’s C-based programming language, looking at variables, control structures, arrays, and memory. This book will then go into many of the functions unique to Arduino development for controlling digital and analog input and output, timing, randomness, writing functions, and using many of the Arduino libraries for working with different kinds of hardware and communication protocols. Arduino, like Processing before it, adopted the idea of a code sketchbook. We will carry on this metaphor as we talk about the process of sketching in code as an intuitive method for quickly testing out new ideas in code. Most of this book is written around this idea of developing programming skills through sketching. We will also provide some suggestions for new projects and hardware, new languages to try out, and ways to contribute back to the community. This book intentionally does not dwell too long on electronics theory, circuit design, hacking, or other specifically hardware-based practices, although we’ll revisit the hardware side of things in our last chapter to provide a small foundation for physical computing. This book in many ways picks up where the Arduino Programming Notebook left off, with even more in-depth discussions about the Arduino environment; simple, no-frills code samples; and clear, easy-to-read schematics and illustrations.The Notebook, a little PDF booklet, was my first experience writing about the Arduino and was never meant to be more than a brief guide for my students when I first introduced a class of 15 college art and design majors to the Arduino in 2007. Best laid plans and all, this little booklet has now been translated into Spanish, Russian, and Dutch (that I know of), is hosted in so many different places that it is impossible to keep track of, and it’s been used in workshops and classes around the world. I haven’t updated the Notebook over the last few years, and in all honesty I am not entirely sure what to do with it now, so hopefully this new book will fill a void and find a similar, widespread adoption that the little booklet has enjoyed all these years.

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10.34 MB – pdf

Beschreibung:

Software development is becoming recognised more and more as an essential skill and profession in today’s increasingly digital world. This book is a pragmatic guide to software development in practice. It explores the inner workings of software development in the context of the industry, covering good practice for software developers and providing you with tools and practical understanding you’ll need to take your first steps within the software development world.

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8.10 MB – pdf

Beschreibung:

This career guide explains the software developer role in the context of the industry, including the relevant skills and competencies you will need to become a software developer. Discussion of popular programming languages is covered, as well as tools and techniques of the trade. Career progression tips and software developer case studies round off the book, providing you with the insider knowledge you need to kick start your software development journey.

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11.21 MB – pdf

Beschreibung:

Even amazing products can be let down by poor user interfaces. It is the job of front-end developers to make software products and websites engaging and attractive for users.

This book covers the role of front-end developer in terms of typical responsibilities, required skills and relevant tools, methods and techniques. Career progression for front-end developers is also discussed.

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3 MB – epub

Beschreibung:

“A deftly crafted thriller that kept me turning pages—-through politics, money, and murder—-to the ending I didn’t see coming.” – Chris DeRose, New York Times Bestselling Author of The Fighting Bunch.

A political thriller, tied in to real events, about an apocalyptic threat to America that is ticking remorselessly in the background while Americans continue their daily routines, oblivious to the danger.

For years, China’s spy agency has been watching the United States rack up trillions of dollars in debt, waiting for the right moment to weaponize that debt to collapse the American government and install a Communist puppet regime.

At the same time, suburban accountant Andrea Gartner has been an outspoken critic of the debt as a leader in the South Carolina state Republican Party.

When the United States elects President Earl Murray, he brings Andrea into his government as budget director to solve America’s debt problem. But before the nameplate is…

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1.38 MB – epub

Beschreibung:

She’s not the first. Will she live to be the last? Jennifer Lomax is twenty-one, but she’s already taken some hard knocks in life. So when older, reserved and enigmatic widower Steven Taverner asks her to marry him, she’s desperate to believe she’s found true love. That her lifelong dream could finally become a reality. But Jennifer also knows there’s something not right about Steven. What secrets is he hiding about his dead wife, Margaret, and why does he refuse to talk about her? Jennifer decides to uncover the truth about Margaret. She soon wishes she hadn’t. Is she about to make a devastating mistake?

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