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Название: Your First Python Program: Get the basics to start your Python journey today
Автор: Alexander Paz
Издательство: Independently published
Год: 2023
Страниц: 170
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

"Your First Python Program" is a beginner's guide to the Python programming language. This book is written for readers with varying degrees of programming experience to give them a firm grasp of Python and its fundamentals. We care about your time, so we worked hard to condense and optimize the content so you can learn Python as quickly as possible. We explain each topic and then put it into practice right away by showing you code examples. At the end of this book, we hope you will see Python as a powerful tool whose potential can lead you down many different career routes, including but not limited to analytics, data engineering, Data Science, visualization, statistics, web development, microservices, and more. Python has become extremely popular among both beginners and experienced developers in recent years, thanks to its ease of use, readability, and versatility. As an interpreted, high-level, general-purpose programming language, Python is used in a wide range of fields such as web development, data analysis, AI, and scientific data processing.

Название: Machine Learning Empowered Intelligent Data Center Networking: Evolution, Challenges and Opportunities
Автор: Ting Wang, Bo Li, Mingsong Chen, Shui Yu
Издательство: Springer
Серия: SpringerBriefs in Computer Science
Год: 2023
Страниц: 123
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

An Introduction to the Machine Learning Empowered Intelligent Data Center Networking. Fundamentals of Machine Learning in Data Center Networks. This book reviews the common learning paradigms that are widely used in data center networks, and offers an introduction to data collection and data processing in data centers. Additionally, it proposes a multi-dimensional and multi-perspective solution quality assessment system called REBEL-3S. The book offers readers a solid foundation for conducting research in the field of AI-assisted data center networks. Comprehensive Survey of AI-assisted Intelligent Data Center Networks. This book comprehensively investigates the peer-reviewed literature published in recent years. The wide range of Machine Learning techniques is fully reflected to allow fair comparisons. In addition, the book provides in-depth analysis and enlightening discussions on the effectiveness of AI in DCNs from various perspectives, covering flow prediction, flow classification, load balancing, resource management, energy management, routing optimization, congestion control, fault management, and network security. Machine Learning paradigms can be generally classified into three categories: supervised learning, unsupervised learning, and reinforcement learning. With the in-depth research and development of ML, some new learning paradigms such as deep learning and deep reinforcement learning have been derived for more complex scenarios.

Название: Agile. Основы
Автор: Андрей Коробейник
Язык: русский
Издательство: Лаборатория знаний
Год: 2022
Страниц: 60
Формат: pdf
Размер: 11,2 Мб

Электронный учебник – сборник материалов, изучив который, вы сможете получить краткое и емкое представление об основных практиках Agile. Что такое Agile? Какими ценностями и принципами руководствуется команда, используя Agile в работе? Как выбрать между Agile и традиционным подходом? В чем суть самых распространенных Agile-практик? На изучение вам потребуется 40 минут. В конце вас ждут вопросы для проверки усвоения материала.

Название: Research Advances in Intelligent Computing
Автор: Anshul Verma, Pradeepika Verma, Kiran Kumar Pattanaik
Издательство: CRC Press
Год: 2023
Страниц: 331
Язык: английский
Формат: pdf (true)
Размер: 15.1 MB

Since the invention of computers and other similar machines, scientists and researchers have been trying very hard to enhance their capabilities to perform various tasks. As a result, the capabilities of computers are growing exponentially day by day in terms of diverse working domains, versatile jobs, processing speed, and reduced size. Now, we are in the race to make these machines as intelligent as human beings. Artificial Intelligence (AI) came up as a way of making a computer or computer software think in a similar manner to the way that humans think. AI is inspired by the study of human brain, including how humans think, learn, decide, and act while trying to solve a problem. The outcomes of this study are the basis of developing intelligent software and systems or Intelligent Computing (IC). For all these reasons, this book presents the advances in AI techniques, under the umbrella of IC. In this context, the book includes recent research that has been done in the areas of Machine Learning, neural networks, Deep Learning, evolutionary algorithms, genetic algorithms, Swarm Intelligence, fuzzy systems, and so on.

Название: Fluent React: Build Fast, Performant, and Intuitive Web Applications (Third Early Release)
Автор: Tejas Kumar
Издательство: O’Reilly Media, Inc.
Год: 2023-02-21
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

When it comes to building user interfaces on the web, React enables web developers to unlock a new world of possibilities. This practical book helps you take a deep dive into fundamental concepts of this jаvascript library, including JSX syntax and advanced patterns, the virtual DOM, React reconciliation, and advanced optimization techniques. By becoming fluent in React, you'll quickly learn how to build better web applications. Author Tejas Kumar helps you explore the depths of React in plain English, without the typical software engineering jargon, so you can more easily understand how this jаvascript library works. You'll learn how to write intuitive React code that fully understands the nuances and layers of React, unlocking a whole new level of fluency.

Название: Building Modern Apps for Android : Compose, Kotlin, Coroutines, Jetpack, and the best tools for native development
Автор: Yair Carreno
Издательство: Leanpub
Год: 2022-07-04
Страниц: 114
Язык: английский
Формат: pdf (true), epub
Размер: 20.3 MB

I must confess that I had to rethink the edition of the book several times before I managed to structure it to the current version. The reason was straightforward. While I was writing the book’s content, the announcement appeared for improvements in the architecture components with Jetpack; later, from Kotlin, more powerful tools were introduced, and later enabled Flow Coroutines as an option for reactive programming. As if that were not enough, the introduction of Compose is announced. This work is a guide and tool for every Architect or Developer of mobile applications. Many design concepts applied here will be helpful regardless of the technology or operating system used.

Название: Digital Image Processing with C++: Implementing Reference Algorithms with the CImg Library
Автор: David Tschumperle, Christophe Tilmant, Vincent Barra
Издательство: CRC Press
Год: 2023
Страниц: 309
Язык: английский
Формат: pdf (true)
Размер: 52.3 MB

Digital Image Processing with C++: Implementing Reference Algorithms with the CImg Library presents the theory of digital image processing and implementations of algorithms using a dedicated library. Processing a digital image means transforming its content (denoising, stylizing, etc.), or extracting information to solve a given problem (object recognition, measurement, motion estimation, etc.). This book presents the mathematical theories underlying digital image processing, as well as their practical implementation through examples of algorithms implemented in the C++ language using the free and easy-to-use CImg library. Students or developers wishing to discover or specialize in this discipline and teachers and researchers hoping to quickly prototype new algorithms or develop courses will all find in this book material to discover image processing or deepen their knowledge in this field.

Название: A Software Development Approach for Driving Competitiveness in Small Firms
Автор: Delroy A. Chevers
Издательство: CRC Press
Год: 2023
Страниц: 147
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

For decades, managing software product quality has been a major challenge for many software development firms. This low success rate is due mainly to the development and delivery of low-quality software products. In addition to the direct costs associated with poor-quality software, software flaws can also raisesecurity concerns, as hackers can gain complete control of various devices and data, such as mobile phones, computers, or the operational transactions of businesses. These security and privacy breaches are currently occurring with great frequency. A Software Development Approach for Driving Competitiveness in Small Firms provides some cost-efficient options that can help SMEs increase the likelihood that their software will be of high quality. It tells the story of the entrepreneurial journey that small firms should take to deliver high-quality software products. By utilizing practical examples and providing several recommended solutions to decrease the likelihood of producing low-quality software, the book outlines how mobilizing people, processes and technology are integral to the software development process and emphasizes why process maturity is the most influential factor in software development in small and medium enterprises.

Название: The Little Learner: A Straight Line to Deep Learning
Автор: Daniel P. Friedman, Anurag Mendhekar
Издательство: The MIT Press
Год: 2023
Страниц: 440
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

A highly accessible, step-by-step introduction to Deep Learning, written in an engaging, question-and-answer style. The Little Learner introduces Deep Learning from the bottom up, inviting students to learn by doing. With the characteristic humor and Socratic approach of classroom favorites The Little Schemer and The Little Typer, this kindred text explains the workings of deep neural networks (DNN) by constructing them incrementally from first principles using little programs that build on one another. Starting from scratch, the reader is led through a complete implementation of a substantial application: a recognizer for noisy Morse code signals. Example-driven and highly accessible, The Little Learner covers all of the concepts necessary to develop an intuitive understanding of the workings of deep neural networks, including tensors, extended operators, gradient descent algorithms, artificial neurons, dense networks, convolutional networks, residual networks, and automatic differentiation. We package our ideas as little Scheme programs. Scheme allows our thoughts to be expressed clearly and directly, and with minimal fuss.

Название: Application of Advanced Optimization Techniques for Healthcare Analytics
Автор: Mohamed Abdel-Basset, Ripon K. Chakrabortty, Reda Mohamed
Издательство: CRC Press
Год: 2023
Страниц: 245
Язык: английский
Формат: pdf (true)
Размер: 33.5 MB

Many different optimization techniques and methods have been applied in healthcare, ranging from the decision of the operational levels to the design of national healthcare policies. Healthcare facility location, capacity planning, disease screening, and medical human resource scheduling are a few examples, while different optimization techniques and decision analytics (i.e., predictive analytics, prescriptive models) are being successfully used. Besides the traditional optimization concepts, different advanced Deep Learning (DL) and Machine Learning (ML) models have also grasped good perspectives in healthcare analytics. For instance, the application of advanced ML or DL models for medical imaging, biomedical signal processing, and DNA microarray data analysis are a few examples.