Litgu.ru - Литературный Гуру

Название: Introduction to Datafication: Implement Datafication Using AI and ML Algorithms
Автор: Shivakumar R. Goniwada
Издательство: Apress
Год: 2023
Страниц: 288
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

This book presents the process and framework you need to transform aspects of our world into data that can be collected, analyzed, and used to make decisions. You will understand the technologies used to gather and process data from many sources, and you will learn how to analyze data with AI and ML models. Datafication is becoming increasingly prevalent in many areas of our lives, from business to education and healthcare. It has the potential to improve decision-making by providing insights into patterns, trends, and correlation between seemingly unconnected pieces of data. This book explains the evolution, principles, and patterns of datafication used in our day-to-day activities. It covers how to collect data from a variety of sources, using technologies such as edge, streaming techniques, REST, and frameworks, as well as data cleansing and data lineage. A data analysis framework is provided to guide you in designing and developing AI and ML projects, including the details of sentiment and behavioral analytics.

Название: Deep Learning and Other Soft Computing Techniques: Biomedical and Related Applications
Автор: Nguyen Hoang Phuong, Vladik Kreinovich
Издательство: Springer
Год: 2023
Страниц: 282
Язык: английский
Формат: pdf (true), epub
Размер: 40.1 MB

This book focuses on the use of Artificial Intelligence (AI) and Computational Intelligence (CI) in medical and related applications. Applications include all aspects of medicine: from diagnostics (including analysis of medical images and medical data) to therapeutics (including drug design and radiotherapy) to epidemic- and pandemic-related public health policies. Corresponding techniques include Machine Learning (especially Deep Learning), techniques for processing expert knowledge (e.g., fuzzy techniques), and advanced techniques of applied mathematics (such as innovative probabilistic and graph-based techniques).

Название: Multimodal Affective Computing: Technologies and Applications in Learning Environments
Автор: Ramon Zatarain Cabada, Hector Manuel Cardenas Lopez
Издательство: Springer
Год: 2023
Страниц: 211
Язык: английский
Формат: pdf (true), epub
Размер: 21.0 MB

This book explores AI methodologies for the implementation of affective states in intelligent learning environments. Divided into four parts, Multimodal Affective Computing: Technologies and Applications in Learning Environments begins with an overview of Affective Computing and Intelligent Learning Environments, from their fundamentals and essential theoretical support up to their fusion and some successful practical applications. The basic concepts of Affective Computing, Machine Learning, and Pattern Recognition in Affective Computing, and Affective Learning Environments are presented in a comprehensive and easy-to-read manner. In this book entitled Multimodal Affective Computing, different Artificial Intelligence methodologies have been compiled that allow the implementation of affective states in intelligent learning environments. Inside the material provided by the authors, the reader will find a well-organized and detailed overview of the most relevant features of the two main methodologies from their fundamentals, their essential theoretical support up to their fusion and some successful practical applications. Basic concepts of Affective Computing, Machine Learning and Pattern Recognition in Affective Computing, and Affective Learning Environments are written in a comprehensive and easy to read manner.

Название: Docker: Up and Running: Build and deploy containerized web apps with Docker and Kubernetes
Автор: Dr. Gabriel Nicolas Schenker
Издательство: BPB Publications
Год: 2023
Страниц: 660
Язык: английский
Формат: epub
Размер: 131.1 MB

A hands-on guide that will help you compose, package, deploy, and manage applications with ease. Containers are one of the disruptive technologies in IT that have fundamentally changed how software is build, shipped, and run today. If you want to pursue a career as a Software engineer or a DevOps professional, then this book is for you. The book starts by introducing Docker and teaches you how to write and run commands in Docker. The book then explains how to create Docker files, images, and containers, and while doing so, you get a stronghold of Docker tools like Docker Images, Dockerfiles, and Docker Compose. The book will also help you learn how to work with existing container images and how to build, test, and ship your containers containing your applications. Furthermore, the book will help you to deploy and run your containerized applications on Kubernetes and in the cloud.

Название: Eine Tour durch C++: Der praktische Leitfaden für modernes C++
Автор: Bjarne Stroustrup
Издательство: mitp Verlags GmbH & Co.
Год: 2023
Страниц: 733
Язык: немецкий
Формат: pdf, epub
Размер: 10.2 MB

Dieses Buch bietet erfahrenen Programmierern einen praktischen Überblick über C++20 und damit ein klares Verständnis für den Einsatz von modernem C++. Anhand vieler Codebeispiele und hilfreicher Praxistipps wird ein Großteil der Hauptfeatures der Sprache sowie der Standardbibliothek behandelt, die für den effektiven Einsatz wichtig sind. Stroustrup stellt die einzelnen Sprachfeatures von C++ vor und zeigt, wie sie im Kontext der unterstützten Programmierstile eingesetzt werden, beispielsweise objektorientierte oder generische Programmierung. Seine Tour beginnt mit den Grundlagen und setzt den Fokus anschließend auf fortgeschrittene Techniken, wobei er insbesondere auf die neueren Sprachfeatures eingeht.

Название: Kubernetes Cookbook: Building Cloud-Native Applications, 2nd Edition (Second Early Release)
Автор: Sameer Naik, Sebastien Goasguen, Jonathan Michaux
Издательство: O’Reilly Media, Inc.
Год: 2023-06-26
Страниц: 115
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Kubernetes is the de facto standard for container orchestration and distributed applications management across a microservices framework. With this practical cookbook, you'll learn hands-on Kubernetes recipes for automating the deployment, scaling, and operations of application containers across clusters of hosts. In this fully updated second edition, Sameer Naik, Sebastien Goasguen, and Jonathan Michaux from TriggerMesh provide a problem-solution-discussion format with easy lookups to help you find the detailed answers you need—fast. Kubernetes lets you deploy your applications quickly and predictably, so you can efficiently respond to customer demand. This cookbook delivers the essential knowledge that developers and system administrators need to get there.

Название: Quick Start Guide to Large Language Models: Strategies and Best Practices for using ChatGPT and Other LLMs (4th Rough Cuts)
Автор: Sinan Ozdemir
Издательство: Addison-Wesley/Pearson Education
Год: 2023
Страниц: 213
Язык: английский
Формат: epub
Размер: 11.3 MB

The advancement of Large Language Models (LLMs) has revolutionized the field of Natural Language Processing in recent years. Models like BERT, T5, and ChatGPT have demonstrated unprecedented performance on a wide range of NLP tasks, from text classification to machine translation. Despite their impressive performance, the use of LLMs remains challenging for many practitioners. The sheer size of these models, combined with the lack of understanding of their inner workings, has made it difficult for practitioners to effectively use and optimize these models for their specific needs. This practical guide to the use of LLMs in NLP provides an overview of the key concepts and techniques used in LLMs and explains how these models work and how they can be used for various NLP tasks. The book also covers advanced topics, such as fine-tuning, alignment, and information retrieval while providing practical tips and tricks for training and optimizing LLMs for specific NLP tasks.

Название: Introduction to Programming Using Java, Version 9, Swing Edition
Автор: David J. Eck
Издательство: Hobart and William Smith Colleges
Год: May, 2022
Страниц: 790
Язык: английский
Формат: pdf (true), epub + code
Размер: 10.5 MB

Welcome to Version 9.0 of Introduction to Programming Using Java, a free, on-line textbook for introductory programming that uses Java as the language of instruction. This book is directed mainly towards beginning programmers, although it might also be useful for experienced programmers who want to learn something about Java. Version 9 covers Java 17. It updates the previous version mostly by moving definitively to Java 17 and by adding a new Swing edition. Java currently has two major approaches to Graphical User Interface programming: JavaFX and Swing. This edition of the textbook uses Swing, but there is an alternative edition that uses JavaFX. Swing is a standard part of Java. JavaFX was introduced as a more modern approach to GUI programming, but it must be downloaded and installed separately from Java itself, which makes it more complicated to use. Swing and JavaFX can both be used to write complex, fully functional GUI programs, and either one is a reasonable choice. Version 8 of this textbook used JavaFX. The alternative edition that uses Swing has been added for Version 9.

Название: ChatGPT Enterprise Informative Course
Автор: Dwayne Anderson
Издательство: Independently published
Год: 2023
Страниц: 106
Язык: английский
Формат: epub
Размер: 16.3 MB

Are You Someone Who Vigorously Thinks of Working Smart, Just Like a Robot? Get wind of creating customer experiences, marketing campaigns, replying to customer support, and more by Exploring “ChatGPT Expertise”. Who wants to spend hours writing and documenting everything for business? Who wants to face difficulty in finding the right tone for their texts to convey their message to the audience? Who finds it easy to brainstorm ideas for the betterment of business? The evolution of Artificial Intelligence (AI) is now in full swing, and chatbots are only a faint splash on a massive wave of progress. Get hooked on immensely powerful chatbots that are inspiring awe and creating excitement in the minds of people. Love them or Hate them, Chatbots are here to Stay. Today’s Chatbots are Smarter, More Responsive, and More Practical – We’ll be exploring why Chatbots have become such a popular marketing technology.

Название: Computational Methods and GIS Applications in Social Science, 3rd Edition
Автор: Fahui Wang, Lingbo Liu
Издательство: CRC Press
Год: 2024
Страниц: 440
Язык: английский
Формат: pdf (true)
Размер: 41.6 MB

This textbook integrates GIS, spatial analysis, and computational methods for solving real-world problems in various policy-relevant social science applications. Thoroughly updated, the third edition showcases the best practices of computational spatial social science and includes numerous case studies with step-by-step instructions in ArcGIS Pro and open-source platform KNIME. Readers sharpen their GIS skills by applying GIS techniques in detecting crime hotspots, measuring accessibility of primary care physicians, forecasting the impact of hospital closures on local community, or siting the best locations for business. Google launched the Google Maps API, a jаvascript API, to allow customization of online maps in 2005. The Google Maps API enables one to estimate the travel time without reloading the web page or displaying portions of the map. An earlier version of the Python program was developed to use the Google Maps API for computing an OD travel time matrix.