Название: Data Science for Public Policy
Автор: Jeffrey C. Chen, Edward A. Rubin
Издательство: Springer
Серия: Springer Series in the Data Sciences
Год: 2021
Страниц: 365
Язык: английский
Формат: pdf (true)
Размер: 19.6 MB

This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigms that occupy the majority of an analyst’s time and advancing to the practical applications of statistical learning and Machine Learning. The text considers two divergent, competing perspectives to support its applications, incorporating techniques from both causal inference and prediction. Additionally, the book includes open-sourced data as well as live code, written in R and presented in notebook form, which readers can use and modify to practice working with data.

Название: The Protractor Handbook: Understanding and Implementing the Tool Effectively
Автор: Shashank Shukla
Издательство: Apress
Год: 2021
Страниц: 214
Язык: английский
Формат: pdf (true), epub
Размер: 24.9 MB

Learn to quickly set up Protractor and dive into the amazing possibilities that this tool offers for automating browser interactions for a user for any Angular web application. Software testing is here to stay, and an integral part of this is test automation. Protractor is one of the most evolved test automation frameworks that every software testing professional working with an Angular application should know. You will to automate a vast range of actions that a user takes to interact with the browser. From a simple ‘click’ to more complex user actions such as frame switches, selecting from drop-downs, and file downloads using Protractor APIs for Angular-based websites.

Название: Fuzzy Intelligent Systems: Methodologies, Techniques, and Appliсаtions
Автор: E. Chandrasekaran
Издательство: Wiley-Scrivener
Год: 2021
Страниц: 496
Язык: английский
Формат: pdf (true), epub
Размер: 64.1 MB

Fuzzy Intelligent Systems: Methodologies, Techniques and Applications comprises state-of-the-art chapters detailing how expert systems are built and the fuzzy logic resembling human reasoning powering them. Hybrid and neuro-fuzzy intelligent systems are discussed along with Evolutionary and, in particular, Genetic Algorithms. This approach has been extended by using Multiobjective Evolutionary Algorithms, which can consider multiple conflicting objectives instead of a single one. The book also discusses the hybridization between Multiobjective Evolutionary Algorithms and Fuzzy Systems which is known as Multiobjective Evolutionary Fuzzy Systems.

Название: Security and Microservice Architecture on AWS: Architecting and Implementing a Secured, Scalable Solution (Third Early Release)
Автор: Gaurav Raje
Издательство: O’Reilly Media, Inc.
Год: 2021-08-23
Страниц: 510
Язык: английский
Формат: epub
Размер: 18.7 MB

Security is usually an afterthought when organizations design microservices for cloud systems. Most companies today are exposed to potential security threats, but their responses are often more reactive than proactive. This leads to unnecessarily complicated systems that are hard to implement and even harder to manage and scale. Author Gaurav Raje shows you how to build highly secure systems on AWS without increasing overhead. Through this book, I hope to spread the knowledge of how security professionals and developers can work together to increase the value of enterprise applications. This book tries its best to come up with innovative solutions to security problems where security can be implemented through efficient design and simple solutions, and by leveraging the tools that AWS provides us.

Название: Head First O'Reilly (18 книг)
Автор: Серия
Язык: Русский
Жанр: Компьютерная литература
Год: 2011-2018
Формат: pdf
Размер: 461 мб

В серию входят переводные книги издательства O'Reilly. это уникальная серия "визуальных" книг, созданных по последним методикам эффективного обучения.

Название: Бестселлеры O'Reilly (87 книг)
Автор: Серия
Язык: Русский
Жанр: Компьютерная литература
Год: 2008-2021
Формат: fb2, djvu, pdf
Размер: 893.4  Мб

Серия "Бестселлеры O'Reilly" познакомит читателя с различными областями программирования.

Название: Own Your Tech Career: Soft skills for technologists (Final Release)
Автор: Don Jones
Издательство: Manning Publications
Год: 2021
Страниц: 265
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 14.3 MB

Own Your Tech Career: Soft skills for technologists is a guide to taking control of your professional life. It teaches you to approach your career with planning and purpose, always making active decisions towards your goals.

Название: Practical Fraud Prevention: Fraud and AML Analytics for Fintech and eCommerce, using SQL and Python (Second Early Release)
Автор: Gilit Saporta, Shoshanan Maraney
Издательство: O’Reilly Media, Inc.
Год: 2021-06-22
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.16 MB

Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their experience of fraud fighting to provide best practices, methodologies, and tools to help your organization detect and prevent fraud and other malicious activities. Data scientists, data analysts, and fraud analysts will learn how to identify and quickly respond to attacks. You'll get a comprehensive view of typical incursions as well as recommended detection analytic methods. Online fraud is constantly evolving. This book helps experienced researchers safely guide and protect their organizations in the ever-changing fraud landscape.

Название: Computational Analysis and Deep Learning for Medical Care: Principles, Methods, and Applications
Автор: Amit Tyagi
Издательство: Wiley-Scrivener
Год: 2021
Страниц: 528
Язык: английский
Формат: pdf (true)
Размер: 50.2 MB

This book discuss how Deep Learning can help healthcare images or text data in making useful decisions. For that, the need of reliable Deep Learning models like Neural networks, Convolutional neural network, Backpropagation, Recurrent neural network is increasing in medical image processing, i.e., in Colorization of Black and white images of X-Ray, automatic machine translation, object classification in photographs/images (CT-SCAN), character or useful generation (ECG), image caption generation, etc. Hence, Reliable Deep Learning methods for perception or producing belter results are highly effective for e-healthcare applications, which is the challenge of today. For that, this book provides some reliable Deep Learning or deep neural networks models for healthcare applications via receiving chapters from around the world. In summary, this book will cover introduction, requirement, importance, issues and challenges, etc., faced in available current Deep Learning models (also include innovative Deep Learning algorithms/models for curing disease in Medicare) and provide opportunities for several research communities with including several research gaps in Deep Learning models (for healthcare applications).

Название: Cyber Security And Supply Chain Management: Risks, Challenges, And Solutions
Автор: Steven Carnovale, Sengun Yeniyurt
Издательство: World Scientific
Год: 2021
Страниц: 235
Язык: английский
Формат: pdf (true)
Размер: 12.2 MB

What are the cyber vulnerabilities in supply chain management? How can firms manage cyber risk and cyber security challenges in procurement, manufacturing, and logistics? Today it is clear that supply chain is often the core area of a firm's cyber security vulnerability, and its first line of defense. This book brings together several experts from both industry and academia to shine light on this problem, and advocate solutions for firms operating in this new technological landscape. Specific topics addressed in this book include: defining the world of cyber space, understanding the connection between supply chain management and cyber security, the implications of cyber security and supply chain risk management, the "human factor" in supply chain cyber security, the executive view of cyber security, cyber security considerations in procurement, logistics, and manufacturing among other areas.