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Stay ahead of the web evolution with elegant combination front-end development Front-End Development with ASP.NET Core, Angular, and Bootstrap is the professional’s guide to fast, responsive web development. Utilizing the most popular combination of web technologies for Microsoft developers, this guide provides the latest best practices and ASP.NET MVP guidance to get you up to speed quickly. The newest ASP.NET – now called ASP.NET Core – is leaner, easier to use, and less...
Learn the ins and outs of decisions, biases, and reliability of AI algorithms and how to make sense of these predictions. This book explores the so-called black-box models to boost the adaptability, interpretability, and explainability of the decisions made by AI algorithms using frameworks such as Python XAI libraries, TensorFlow 2.0+, Keras, and custom frameworks using Python wrappers.
You’ll begin with an introduction to model explainability and interpretability basi...
Follow this handbook to build, configure, tune, and secure Apache Cassandra databases. Start with the installation of Cassandra and move on to the creation of a single instance, and then a cluster of Cassandra databases.
Cassandra is increasingly a key player in many big data environments, and this book shows you how to use Cassandra with Apache Spark, a popular big data processing framework. Also covered are day-to-day topics of importance such as the backup and recove...
Graph data closes the gap between the way humans and computers view the world. While computers rely on static rows and columns of data, people navigate and reason about life through relationships. This practical guide demonstrates how graph data brings these two approaches together. By working with concepts from graph theory, database schema, distributed systems, and data analysis, you’ll arrive at a unique intersection known as graph thinking.
Authors Denise Koessler G...
PHP & MySQL: Novice to Ninja, 7th Edition is a hands-on guide to learning all the tools, principles, and techniques needed to build a professional web application using PHP & MySQL. Comprehensively updated to cover PHP 8 and modern best practice, this highly practical and fun book covers everything from installation through to creating a complete online content management system.
Gain a thorough understanding of PHP syntax
Master database design principles ...
Python : Notes For Professionals, is a hands-on book that will help you write efficient, high-quality code with Python. It is an excellent reference book on the advanced use of Python. The author will help you to learn the best techniques to write effective Python code.
In this book, the author encourages you to type the code by hand (no copy-paste) so that you learn how to read and write code, correct your mistakes, and what good programs look like.
It is included wit...
When you have questions about C# 10 or .NET 6, this best-selling guide has the answers you need. C# is a language of unusual flexibility and breadth, and with its continual growth, there’s always so much more to learn. In the tradition of O’Reilly’s Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today.
Organized around concepts and use cases, this comprehensive and complete reference provides interme...
Dodge costly and time-consuming infrastructure tasks, and rapidly bring your machine learning models to production with MLOps and pre-built serverless tools!
In MLOps Engineering at Scale you will learn:
Extracting, transforming, and loading datasets
Querying datasets with SQL
Understanding automatic differentiation in PyTorch
Deploying model training pipelines as a service endpoint
Monitoring and managing your pipeline’s life cycle
Measuring perform...
The cloud is becoming the de facto home for companies ranging from enterprises to startups. Moving to the cloud means moving your applications from monolith to microservices. But once you do, maintaining and running these services brings its own level of complexity. The answer? Modularity, deployability, observability, and self-healing capacity through cloud native development.
With this practical book, Nishant Singh and Michael Kehoe show you how to build a true cloud ...
Conversational AI is a hands-on guide to building custom virtual assistants for a wide variety of use cases.
Design, develop, and deploy human-like AI solutions that chat with your customers, solve their problems, and streamline your support services. Conversational AI: Chatbots that work teaches you to create the kind of AI-enabled chatbots that are revolutionizing the customer service industry.
Conversational AI is a hands-on guide to building custom virtual assist...
Explore and use Laravel 9 to develop clean MVC web applications.
Book Description
Laravel is a PHP web application framework with expressive and elegant syntax. We will use Laravel to develop an Online Store application that uses several Laravel features. The Online Store application will be the means to understand straightforward and complex Laravel concepts and how Laravel features can be used to implement real-world applications.
This book is written with brief...
Learn how to speed up slow Python code with concurrent programming and the cutting-edge asyncio library.
Use coroutines and tasks alongside async/await syntax to run code concurrently
Build web APIs and make concurrency web requests with aiohttp
Run thousands of SQL queries concurrently
Create a map-reduce job that can process gigabytes of data concurrently
Use threading with asyncio to mix blocking code with asyncio code
Python is flexible, versatile, ...
