Litgu.ru - Литературный Гуру

Название: Introduction to Machine Learning with Python
Автор: Deepti Chopra, Roopal Khurana
Издательство: Bentham Books
Год: 2023
Страниц: 139
Язык: английский
Формат: pdf (true), epub
Размер: 27.3 MB

Machine Learning is a subfield of Artificial Intelligence (AI), broadly defined as a machine's capability to imitate intelligent human behavior. Like humans, machines become capable of making intelligent decisions by learning from their past experiences. Machine Learning is being employed in many applications, including fraud detection and prevention, self-driving cars, recommendation systems, facial recognition technology, and intelligent computing. This book helps beginners learn the art and science of Machine Learning. It presens real-world examples that leverage the popular Python Machine Learning ecosystem. The topics covered in this book include Machine Learning basics: supervised and unsupervised learning, linear regression and logistic regression, Support Vector Machines (SVMs). It also delves into special topics such as neural networks, theory of generalisation, and bias and fairness in Machine Learning. After reading this book, Computer Science and engineering students - at college and university levels - will receive a complete understanding.

Название: Applied Numerical Methods Using MATLAB
Автор: R.V. Dukkipati, PhD
Издательство: Mercury Learning and Information
Год: 2023
Страниц: 1225
Язык: английский
Формат: pdf (true)
Размер: 14.5 MB

The book is designed to cover all major aspects of applied numerical methods, including numerical computations, solution of algebraic and transcendental equations, finite differences and interpolation, curve fitting, correlation and regression, numerical differentiation and integration, matrices and linear system of equations, numerical solution of ordinary differential equations, and numerical solution of partial differential equations. MATLAB is incorporated throughout the text and most of the problems are executed in MATLAB code. It uses a numerical problem-solving orientation with numerous examples, figures, and end of chapter exercises. Presentations are limited to very basic topics to serve as an introduction to more advanced topics.

Название: Cloud Observability in Action (MEAP v7)
Автор: Michael Hausenblas
Издательство: Manning Publications
Год: 2023
Страниц: 179
Язык: английский
Формат: pdf (true)
Размер: 48.2 MB

Generate actionable insights about your cloud native systems. This book teaches you how to set up an observability system that learns from a cloud application’s signals, logging, and monitoring using free and open source tools. Cloud native, serverless, and containerized applications are made up of hundreds of moving parts. When something goes wrong, it’s not enough to just know there is a problem—you need to know where it is, what it is, and even how to fix it. Cloud Observability in Action shows you how to go beyond the traditional monitoring and build observability systems that turn application telemetry into actionable insight. Throughout the book, I’m using open source tooling including but not limited to OpenTelemetry (collector), Prometheus, Loki, Jaeger, and Grafana to demonstrate the different concepts and enable you to experiment with them, without any costs, other than your time.

Название: The Complete iPad User Manual - 15th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 162
Язык: английский
Формат: pdf
Размер: 63.3 MB

With each iPadOS update, the iPad's operating system goes from strength to strength. It packs some great new features, including big updates to the Music, Files and Photos apps, a powerful new universal search feature and redesigned Home page widgets. The Home page sidebar is now even more customisable than before, putting all sorts of information gleaned from your iPad at your fingertips. Connecting a Bluetooth mouse is much easier and more productive and the iPad can make better use of a keyboard or a gaming controller too. With our help, you can get the very most from your iPad and its iPadOS 15 operating system, so let's get started!

Название: Kubernetes for Developers (MEAP v13)
Автор: William Denniss
Издательство: Manning Publications
Год: 2023
Страниц: 286
Язык: английский
Формат: pdf (true)
Размер: 39.7 MB

Kubernetes for Developers is a hands-on guide to taking your first steps into Kubernetes using the powerful Google Kubernetes Engine service. Kubernetes for Developers is a clear and practical beginner’s guide that shows you just how easy, flexible, and cost-effective it can be to make the switch to Kubernetes deployment even for small to medium-sized applications. Kubernetes for Developers is a hands-on guide to taking your first steps into Kubernetes using the powerful Google Kubernetes Engine service. It lays out a map for taking an application, containerizing it, and then deploying it onto Kubernetes. You’ll learn best practice techniques for a stable and long-term Kubernetes deployment, including scaling and capacity planning, saving money by optimizing resource consumption, and tricks to make your day-to-day monitoring easier such as debugging code in the cloud.

Название: Creating Software with Modern Diagramming Techniques: Build Better Software with Mermaid
Автор: Ashley Peacock
Издательство: Pragmatic Bookshelf
Год: February 2023 (Version: P1.0)
Страниц: 249
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Diagrams communicate relationships more directly and clearly than words ever can. Using only text-based markup, create meaningful and attractive diagrams to document your domain, visualize user flows, reveal system architecture at any desired level, or refactor your code. With the tools and techniques this book will give you, you'll create a wide variety of diagrams in minutes, share them with others, and revise and update them immediately on the basis of feedback. Adding diagrams to your professional vocabulary will enable you to work through your ideas quickly when working on your own code or discussing a proposal with colleagues. We’ll start out by introducing most of the key concepts used throughout the book: Mermaid and UML. We’ll cover a brief history of UML, get you set up with Mermaid, and even produce your first diagram! Why Mermaid over other tools, such as PlantUML? Some of this will become apparent in later chapters, particularly the final one, but in the past PlantUML was a hard sell to engineers as there weren’t any major adoptions for it. Mermaid, however, in constrast is making waves, with GitHub and GitLab both having native support for rendering Mermaid diagrams without any additional tooling. Using tools like Mermaid, we can quickly and easily create an array of diagrams using syntax similar to Markdown.

Название: IoT, Cloud and Data Science
Автор: S. Prasanna Devi, G. Paavai Anand, M. Durgadevi, Golda Dilip
Издательство: Trans Tech Publications
Год: 2023
Страниц: 911
Язык: английский
Формат: pdf (true)
Размер: 68.5 MB

One of the most significant characteristics of the evolving digital age is the convergence of technologies that includes sensors (Internet of Things: IoT), data storage (cloud), information management (databases), data collection (Big Data), data applications (analytics), knowledge discovery (Data Science), algorithms (Machine Learning), transparency (open data) and API services (micro services, containerization). Nowadays face recognition system is widely used in every field of computer vision applications such as Face lock-in smartphones, surveillance, smart attendance system, and driverless car technology. Because of this, the demand for face recognition systems is increasing day by day in the research field. The aim of this project is to develop a system that will recommend music based on facial expressions. The face-recognition system consists of object detection and identifying facial features from input images, and the face recognition system can be made more accurate with the use of convolutional neural networks.

Название: Data Science for Civil Engineering: A Beginner's Guide
Автор: Rakesh K. Jain, Prashant Shantaram Dhotre, Deepak Tatyasaheb Mane
Издательство: CRC Press
Год: 2023
Страниц: 251
Язык: английский
Формат: pdf (true)
Размер: 17.7 MB

This book explains use of Data Science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civil engineering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, mobility services, and so forth. Divided into two sections, the first one deals with the basics of Data Science and essential mathematics while the second section covers pertinent applications in structural and environmental engineering, construction management, and transportation. The basic goal of Data Science is to find the proper patterns in the data that has been acquired or collected. To evaluate the data and gain insights from it, a variety of statistical methodologies are used. Data scientists must inspect their data throughout the process, from data extraction to backbiting and preprocessing. A data scientist’s other responsibilities include developing predictions based on the data. Data scientists are tasked with drawing inferences from data. Data scientists can use these insights to assist firms in making more informed and efficient business decisions.

Название: Alteryx Designer: The Definitive Guide (Ninth Early Release)
Автор: Joshua Burkhow
Издательство: O’Reilly Media, Inc.
Год: 2023-03-15
Страниц: 458
Язык: английский
Формат: epub (true), mobi
Размер: 33.4 MB

Analytics projects are frequently long-drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results in hours instead of weeks. This practical book shows you how to master all areas of Alteryx Designer quickly. Author and Alteryx ACE Joshua Burkhow starts with the basics of building a workflow, then introduces more than 200 tools for working with intermediate and advanced analytics functionality. With Alteryx Designer's all-in-one toolkit, you'll migrate from legacy analytics software or Excel with ease.

Название: Посмертие-5. Альфа
Автор: Андрей Ефремов
Издательство: СИ
Год: 2023
Формат: fb2, rtf
Размер: 10 Мб
Качество: Хорошее
Язык: Русский

Оникс завершил испытание и подтвердил статус странника. Теперь он готов сделать новый, невероятно опасный шаг и вступить в противостояние с Властелином. Но мир Альфа умеет удивлять и преподносить очень неприятные сюрпризы…