R Books
Scientific Computing for Chemists with Python
Scientific computing utilizes computers to aid in scientific tasks such as data processing and digital simulations, among others. The well-developed field of computational chemistry is part of scientific computing and focuses on utilizing computing to simulate chemical phenomena and calculate properties. However, there is less focus in the field of
Azure Serverless Computing Cookbook, 3rd Edition
This 3rd edition of Azure Serverless Computing Cookbook guides you through the development of a basic back-end web API that performs simple operations, helping you understand how to persist data in Azure Storage services. You'll cover the integration of Azure Functions with other cloud services, such as notifications (SendGrid and Twilio), Cognitiv
An Introduction to Machine Learning Interpretability
Innovation and competition are driving analysts and data scientists toward increasingly complex predictive modeling and machine learning algorithms. This complexity makes these models accurate but also makes their predictions difficult to understand. When accuracy outpaces interpretability, human trust suffers, affecting business adoption, regulato
The Basics of User Experience Design
This online book is intended for those looking to gain an introduction into the world of user experience (UX) design or to freshen up their knowledge of the field. The author notes that the sheer number of topics covered in UX design is mind-boggling, citing interaction design, design thinking, and usability as just a few examples, which is what ma
Introduction to Ethical Software Development
This open access book bridges the gap between ethical theory and software practice. It introduces foundational concepts in digital ethics, highlights the distinctive nature of software as a technology, and offers a systematic approach to integrating ethics into the development process. The book is structured in eight chapters: it starts with an Int
First Semester in Numerical Analysis with Python
This book is based on "First semester in Numerical Analysis with Julia". The contents of the original book are retained, while all the algorithms are implemented in Python (Version 3.8.0). The authors present Python as an open source (under OSI), interpreted, general-purpose programming language that has a large number of users around the world. Th
CouchDB: The Definitive Guide
Three of CouchDB's creators show you how to use this document-oriented database as a standalone application framework or with high-volume, distributed applications. With its simple model for storing, processing, and accessing data, CouchDB is ideal for web applications that handle huge amounts of loosely structured data. That alone would stretch th
Hacking Exposed Web Applications
In today's world of pervasive Internet connectivity and rapidly evolving Web technology, online security is as critical as it is challenging. With the enhanced availability of information and services online and Web-based attacks and break-ins on the rise, security risks are at an all time high. Hacking Exposed Web Applications shows you, step-by-s
Kubernetes for Full-Stack Developers
Whether you're just curious, getting started with Kubernetes, or have experience with it, this curriculum will help you learn more about Kubernetes and running containerized applications. You'll learn about core Kubernetes concepts and use them to deploy and scale applications in practical tutorials. By the end of this curriculum you'll be able to
Rational Cybersecurity for Business
Use the guidance in this comprehensive field guide to gain the support of your top executives for aligning a rational cybersecurity plan with your business. You will learn how to improve working relationships with stakeholders in complex digital businesses, IT, and development environments. You will know how to prioritize your security program, and