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Название: MicroPython for Microcontrollers : Projects with Thonny-IDE, uPyCraft-IDE, and ESP32
Автор: Dr Günter Spanner
Издательство: Elektor International Media
Год: 2021
Страниц: 229
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

The "Python" programming language has enjoyed an enormous upswing in recent years. Not least, various single-board systems such as the Raspberry Pi have contributed to its popularity. But Python has also found widespread use in other fields, such as Artificial Intelligence (AI) or Machine Learning (ML). It is obvious, therefore, to use Python or the "MicroPython" variant for use in SoCs (Systems on Chip) as well. Powerful controllers such as the ESP32 from Espressif Systems offer excellent performance as well as Wi-Fi and Bluetooth functionality at an affordable price. With these features, the Maker scene has been taken by storm. Compared to other controllers, the ESP32 has a significantly larger flash and SRAM memory, as well as a much higher CPU speed. Due to these characteristics, the chip is not only suitable for classic C applications, but also for programming with MicroPython.

Название: Semantic AI in Knowledge Graphs
Автор: Sanju Tiwari, Fernando Ortiz-Rodriguez, Sarra Ben Abbes
Издательство: CRC Press
Год: 2024
Страниц: 217
Язык: английский
Формат: pdf (true)
Размер: 16.0 MB

Recent combinations of semantic technology and Artificial Intelligence (AI) present new techniques to build intelligent systems that identify more precise results. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of Machine Learning to extend the knowledge graphs by graph mapping or corpus-based ontology learning. Securing efficient results via the combination of symbolic AI and statistical AI such as entity extraction based on machine learning, text mining methods, semantic knowledge graphs, and related reasoning power, this book is the first of its kind to explore semantic AI and knowledge graphs. A range of topics are covered, from neuro-symbolic AI, explainable AI and deep learning to knowledge discovery and mining, and knowledge representation and reasoning.

Название: Security for Containers and Kubernetes: Learn how to implement robust security measures in containerized environments
Автор: Luigi Aversa
Издательство: BPB Publications
Год: 2023
Страниц: 602
Язык: английский
Формат: epub
Размер: 111.6 MB

A practical guide to hardening containers and securing Kubernetes deployments. Security for Containers and Kubernetes provides you with a framework to follow numerous hands-on strategies for measuring, analyzing, and preventing threats and vulnerabilities in continuous integration and continuous delivery pipelines, pods, containers, and Kubernetes clusters. The book brings together various solutions that can empower agile teams to proactively monitor, safeguard, and counteract attacks, vulnerabilities, and misconfigurations across the entire DevOps process. These solutions encompass critical tasks such as reviewing and protecting pods, container clusters, container runtime, authorization policies, addressing container security issues, ensuring secure deployment and migration, and fortifying continuous integration and continuous delivery workflows. Furthermore, the book helps you in developing a robust container security strategy and provides guidance on conducting Kubernetes environment testing. It concludes by covering the advantages of service mesh, DevSecOps methodologies, and expert advice for mitigating misconfiguration during the implementation of containerization and Kubernetes.