Название: Foundations of Computing: An Accessible Introduction to Formal Languages
Автор: Charles D. Allison
Издательство: Leanpub
Год: 2021-07-01
Страниц: 286
Язык: английский
Формат: pdf (true), epub
Размер: 64.7 MB

An accessible, practical approach to formal languages with an introduction to computability. A textbook for upper-division Computer Science majors covering formal languages and automata with an introduction to computability. Intended to give CS majors a solid foundation in the Theory of Computation without being overly formal mathematically, while retaining the rigor of the material. Several programming examples appear, and a small number of modest programming projects appear in the exercises. I use Python 3. Python is among the most readable of programming languages; it is often referred to as “executable pseudocode.”

Название: Artificial Intelligence and Machine Learning in Business Management: Concepts, Challenges, and Case Studies
Автор: Sandeep K. Panda, Vaibhav Mishra, R. Balamurali
Издательство: CRC Press
Год: 2022
Страниц: 279
Язык: английский
Формат: pdf (true)
Размер: 29.4 MB

The focus of this book is to introduce Artificial Intelligence (AI) and Machine Learning (ML) technologies into the context of Business Management. The book gives insights into the implementation and impact of AI and ML to business leaders, managers, technology developers, and implementers. With the maturing use of AI or ML in the field of business intelligence, this book examines several projects with innovative uses of AI beyond data organization and access. It follows the Predictive Modeling Toolkit for providing new insight on how to use improved AI tools in the field of business. ML is a field of study that gives computers an ability to learn without being explicitly programmed, whereas data science deals with extracting knowledge from data. Deep Learning is a big artificial neural network which mimics the network of neurons in a human brain. It is a subset of ML and is called “deep learning” because it uses deep neural networks for learning.

Название: Test-Driven Development for JAVA Developers
Автор: Joseph Thachil George
Издательство: Leanpub
Год: 2021
Страниц: 209
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

In software development, test-driven development is a software development model that provides that the drafting of automatic tests takes place before that of the software to be tested, and that the development of the application software is exclusively oriented towards the goal of passing the automatic tests previously set up. How to do test-driven development using Java and spring boot technology with various tools explained in this book. In computer science, software development, test-driven development (in short TDD is a software development model, which provides that the drafting of the automatic testing occurs before the software that must be tested, and that the development of a software application is exclusively oriented to the goal of passing the automated tests you have previously prepared.

Название: Fast Feedback Using Ruby
Автор: Stephan Kamper
Издательство: Leanpub
Год: 2021-01-08
Страниц: 103
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.2 MB

Let's use Ruby to automatically get feedback as early as possible. Whether running automated tests or creating image files from raw data, Ruby can be used to automate these tasks. Furthermore, it can also be used to automate running tasks whenever a file changes. Does that sound like a good idea? Then this book is for you. The book describes various ways of getting feedback — and fast feedback — using Ruby tools, such as plain Ruby scripts and Rake tasks. It also shows a way to automatically execute these tools, using Guard.

Название: Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale, 2nd Edition (Final)
Автор: Gwen Shapira, Todd Palino, Rajini Sivaram
Издательство: O’Reilly Media, Inc.
Год: 2022
Страниц: 425
Язык: английский
Формат: epub
Размер: 10.1 MB

Every enterprise application creates data, whether it consists of log messages, metrics, user activity, outgoing messages, or something else. Moving all of this data is just as important as the data itself. This book's updated second edition shows application architects, developers, and production engineers new to the Kafka open source streaming platform how to handle real-time data feeds. Additional chapters cover Kafka's AdminClient API, new security features, and tooling changes. Engineers from Confluent and LinkedIn responsible for developing Kafka explain how to deploy production Kafka clusters, write reliable event-driven microservices, and build scalable stream processing applications with this platform.

Название: Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics (Third Early Release)
Автор: Thomas Nield
Издательство: O’Reilly Media, Inc.
Год: 2021-11-05
Страниц: 216
Язык: английский
Формат: epub
Размер: 10.1 MB

To succeed in data science you need some math proficiency. But not just any math. This common-sense guide provides a clear, plain English survey of the math you'll need in data science, including probability, statistics, hypothesis testing, linear algebra, machine learning, and calculus. Practical examples with Python code will help you see how the math applies to the work you'll be doing, providing a clear understanding of how concepts work under the hood while connecting them to applications like Machine Learning. You'll get a solid foundation in the math essential for data science.

Название: Mastering Apache Pulsar (Third Early Release)
Автор: Jowanza Joseph
Издательство: O’Reilly Media, Inc.
Год: 2021-11-05
Страниц: 274
Язык: английский
Формат: epub
Размер: 10.1 MB

Every enterprise application creates data, including log messages, metrics, user activity, and outgoing messages. Learning how to move these items is almost as important as the data itself. If you're an application architect, developer, or production engineer new to Apache Pulsar, this practical guide shows you how to use this open source event streaming platform to handle real-time data feeds. Jowanza Joseph, staff software engineer at Finicity, explains how to deploy production Pulsar clusters, write reliable event streaming applications, and build scalable real-time data pipelines with this platform. Through detailed examples, you'll learn Pulsar's design principles, reliability guarantees, key APIs, and architecture details, including the replication protocol, the load manager, and the storage layer.

Название: Анализ поведенческих данных на R и Python
Автор: Флоран Бюиссон
Издательство: ДМК Пресс
Год: 2022
Страниц: 370
Язык: русский
Формат: pdf
Размер: 14.7 MB

Задействуйте всю мощь поведенческих данных в своей компании, используя инструменты, специально разработанные для их анализа. Общепринятые алгоритмы науки о данных и инструменты предсказательной аналитики трактуют данные о поведении клиентов, такие как клики на веб-сайте или покупки в супермаркете, аналогично любым другим данным. Однако в этой книге представлены мощные методы, специально приспособленные для анализа поведенческих данных. Усовершенствованный экспериментальный дизайн позволяет вам получать максимальную отдачу от ваших A/B-тестов, тогда как причинно-следственные диаграммы позволяют выявлять причины поведений, даже если вы не можете проводить эксперименты. Книга написана в доступном стиле для исследователей данных, бизнес-аналитиков и бихевиористов. Приведены полные примеры и упражнения на языках R и Python, которые помогут вам получать более глубокую информацию о ваших данных — и не откладывая в долгий ящик.

Название: Изучаем регулярные выражения
Автор: Бен Форта
Издательство: Диалектика
Год: 2019
Страниц: 194
Язык: русский
Формат: pdf
Размер: 13.1 MB

В этом кратком справочнике представлены самые важные сведения о регулярных выражениях. В книге поэтапно описана процедура составления и проверки регулярных выражений, а основные понятия подробно поясняются и подкрепляются наглядными примерами, взятыми из практики обработки исходного текста. В конце книги приведены решения часто встречающихся практических задач с помощью регулярных выражений, а также кратко описаны их основные реализации в языках программирования и приложениях. Книга написана простым и доступным языком. Она будет полезна не только начинающим, но и тем, кто уже пользовался регулярными выражениями в своей практике прикладного программирования.

Название: (ISC)2 SSCP Systems Security Certified Practitioner Official Practice Tests, 2nd Edition
Автор: Mike Chapple, David Seidl
Издательство: Sybex
Год: 2022
Страниц: 318
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB

Smarter, faster prep for the SSCP exam The (ISC)² SSCP Official Practice Tests, 2nd Edition is the only (ISC)²-endorsed set of practice questions for the Systems Security Certified Practitioner (SSCP). This book's first seven chapters cover each of the seven domains on the SSCP exam with sixty or more questions per domain, so you can focus your study efforts exactly where you need more review. When you feel well prepared, use the two complete practice exams from Sybex's online interactive learning environment as time trials to assess your readiness to take the exam.: Coverage of all exam objectives, including: Security Operations and Administration Access Controls Risk Identification, Monitoring and Analysis Incident Response and Recovery Cryptography Network and Communications Security Systems and Application Security SSCP certification demonstrates you have the advanced technical skills and knowledge to implement, monitor and administer IT infrastructure using security best practices, policies and procedures.