Название: Graph-Powered Analytics and Machine Learning with TigerGraph: Driving Business Outcomes with Connected Data (Eighth Release)
Автор: Victor Lee, Phuc Kien Nguyen, Xinyu Chang
Издательство: O’Reilly Media, Inc.
Год: 2022-11-22
Страниц: 149
Язык: английский
Формат: epub
Размер: 14.96 MB

With the rapid rise of graph databases, organizations are now implementing advanced analytics and Machine Learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available. You'll explore a three-stage approach to deriving value from connected dаta: connect, analyze, and learn. Victor Lee, Xinyu Chan, and Gaurav Deshpande from TigerGraph present real use cases covering several contemporary business needs. By diving into hands-on exercises using TigerGraph Cloud, you'll quickly become proficient at designing and managing advanced analytics and Machine Learning solutions for your organization.

Название: Intelligent Systems and Machine Learning for Industry: Advancements, Challenges, and Practices
Автор: P.R Anisha, C. Kishor Kumar Reddy, Nhu Gia Nguyen
Издательство: CRC Press
Год: 2023
Страниц: 362
Язык: английский
Формат: pdf (true)
Размер: 26.5 MB

The book explores the concepts and challenges in developing novel approaches using the Internet of Things, intelligent systems, machine intelligence systems, and data analytics in various industrial sectors such as manufacturing, smart agriculture, smart cities, food processing, environment, defense, stock market and healthcare. Further, it discusses the latest improvements in the industrial sectors using machine intelligence learning and intelligent systems techniques, especially robotics.

Название: Applied Recommender Systems with Python: Build Recommender Systems with Deep Learning, NLP and Graph-Based Techniques
Автор: Akshay Kulkarni, Adarsha Shivananda, Anoosh Kulkarni
Издательство: Apress
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf (true), epub
Размер: 43.9 MB

This book will teach you how to build recommender systems with Machine Learning algorithms using Python. Recommender systems have become an essential part of every internet-based business today. You'll start by learning basic concepts of recommender systems, with an overview of different types of recommender engines and how they function. Next, you will see how to build recommender systems with traditional algorithms such as market basket analysis and content- and knowledge-based recommender systems with NLP. The authors then demonstrate techniques such as collaborative filtering using matrix factorization and hybrid recommender systems that incorporate both content-based and collaborative filtering techniques. This is followed by a tutorial on building machine learning-based recommender systems using clustering and classification algorithms like K-means and random forest. The last chapters cover NLP, deep learning, and graph-based techniques to build a recommender engine. Each chapter includes data preparation, multiple ways to evaluate and optimize the recommender systems, supporting examples, and illustrations.

Название: Visual Studio 2022 In-Depth: Explore the Fantastic Features of Visual Studio 2022 - 2nd Edition
Автор: Ockert J. du Preez
Издательство: BPB Publications
Год: 2023
Страниц: 228
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

Develop Intelligent Hybrid and Cross-platform Applications with Powerful Coding Assistance for Developers. Visual Studio 2022 is the most professional and sophisticated IDE for.NET and C# developers. This book provides comprehensive coverage of Visual Studio 2022, including all the tools and capabilities you can use to improve and streamline the software development process. Author Ockert J. du Preez takes you under the scenes of the Visual Studio IDE and guides you through the newest 2022 version in this revised and enlarged second edition. You will discover new areas of the application and the best way to utilize the capabilities you already know as soon as you install it.

Название: A Functional Approach to Java: Augmenting Object-Oriented Code with Functional Principles (Sixth Release)
Автор: Ben Weidig
Издательство: O’Reilly Media, Inc.
Год: 2022-11-16
Страниц: 320
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Java developers usually tackle the complexity of software development through object-oriented programming (OOP). But not every problem is a good match for OOP. The functional programming (FP) paradigm offers you another approach to solving problems, and Java provides easy-to-grasp FP tools such as lambdas and streams. If you're interested in applying FP concepts to your Java code, this book is for you. Developing software is quite a complex endeavor. As Java developers, we usually try to tame this complexity with object-oriented programming (OOP) as a metaphor to represent the things we are developing, such as data structures, and use a primarily statement-focused coding style to handle our program’s state. Although OOP is a well-known and battle-tested approach to developing sensible software, not every problem is a good match for it. We might introduce a certain amount of unnecessary complexity by forcing OOP principles on every problem instead of using more appropriate tools and paradigms also available to us. The functional programming (FP) paradigm offers an alternative approach to solving problems.

Название: Python Coding Tricks And Tips - 12th Edition 2022
Автор: Papercut
Издательство: Papercut Ltd
Год: 2022
Страниц: 83
Язык: английский
Формат: pdf
Размер: 54.2 MB

Python Tricks and Tips is the perfect digital publication for the user that wants to take their skill set to the next level. Do you want to enhance your user experience? Or wish to gain insider knowledge? Do you want to learn directly from experts in their field? Learn the numerous short cuts that the professionals use? Over the pages of the new advanced user guide you will learn everything you will need to know to become a more confident, better skilled and experienced owner. A user that will make the absolute most of their coding and ultimately Python coding itself. An achievement you can earn by simply enabling us to exclusively help and teach you the abilities we have gained over our decades of experience.

Название: Руби для романтиков. Самая простая книга по языку Руби с заданиями
Автор: Роман Пушкин
Издательство: Leanpub
Год: 2022-05-16
Страниц: 488
Язык: русский
Формат: pdf (true)
Размер: 10.1 MB

Дружественная книга по языку Руби, которая написана простым и понятным языком. Более 400 страниц последовательного материала позволит ученику освоить тонкости языка в удобной игровой форме. Книга «Руби для романтиков» разделена на две части. В первой части мы рассмотрим основы языка Руби и использование языка из т.н. командной строки. Во второй части будет непосредственно веб-программирование и фреймворк Rails. Основы языка, умение находить и использовать нужные библиотеки уже дают возможность создавать вполне полезные приложения, которые могут использоваться для обработки данных (например, веб-скрейпинг), для создания конфигурационных скриптов и управлением операционной системой (что обязательно пригодится любому системному администратору), для работы с файлами различного формата и так далее. Умение использовать язык для разного рода задач, не связанных с веб-программированием, дает неоспоримое преимущество перед тем, как вы начнете заниматься программированием для веб.

Название: Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing
Автор: Roger Lee
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 223
Язык: английский
Формат: pdf (true), epub
Размер: 31.5 MB

Minimalistic devices such as microcontrollers make a large part of the Internet of things (IoT), for instance to build sensors and sensor networks. Due to severely limited resources, especially memory, microcontroller programming faces various restrictions, such as hampered graphical data processing. In order to circumvent those weaknesses, direct programming of these devices with the assembly language has proven effective. Because popular development environments, such as Arduino’s, support only high-level languages like C and C++, we propose in this paper A-IDE, a non-intrusive cross-platform development environment for AVR programming in assembly, importantly retaining the pedagogical principles of those existing popular solutions. Nowadays, microcontroller programming has indeed a high educative value: refer, for example, to the BBC micro:bit and Arduino Uno, to only cite a few. It is then quantitatively shown that the proposed system outperforms existing ones from the disk space requirement point of view and that it is on a par with those with respect to memory (RAM) utilisation.

Название: Fundamentals of Machine Learning and Deep Learning in Medicine
Автор: Reza Borhani, Soheila Borhani, Aggelos K. Katsaggelos
Издательство: Springer
Год: 2022
Страниц: 201
Язык: английский
Формат: pdf (true), epub
Размер: 30.5 MB

This book provides an accessible introduction to the foundations of Machine Learning and Deep Learning in medicine for medical students, researchers, and professionals who are not necessarily initiated in advanced mathematics but yearn for a better understanding of this disruptive technology and its impact on medicine. Once an esoteric subject known to few outside of computer science and engineering departments, today artificial intelligence (AI) is a widely popular technology used by scholars from all across the academic universe. In particular, recent years have seen a great deal of interest in the AI subfields of Machine Learning and Deep Learning from researchers in medicine and life sciences, evidenced by the rapid growth in the number of articles published on the topic in peer-reviewed medical journals over the last decade. The demand for high-quality educational resources in this area has never been greater than it is today, and will only continue to grow at a rapid pace.

Название: Azure Maps Using Blazor Succinctly
Автор: Michael Washington
Издательство: Syncfusion
Год: 2022
Страниц: 92
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Microsoft Azure Maps is part of Microsoft Azure Cloud Services and provides a wide range of powerful geospatial capabilities and a rich set of REST APIs. It has SDKs for both web and mobile applications. In Azure Maps Using Blazor Succinctly, learn how you can create sophisticated applications with Azure Maps and Syncfusion controls in Blazor. Michael Washington will introduce you to the capabilities of Azure Maps and then take you through the steps of building a Blazor store application featuring it.