Название: Evolutionary Deep Learning: Genetic algorithms and neural networks (Final Release)
Автор: Micheal Lanham
Издательство: Manning Publications
Год: 2023
Страниц: 362
Язык: английский
Формат: pdf (true)
Размер: 49.6 MB

Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning’s common pitfalls and deliver adaptable model upgrades without constant manual adjustment. Evolutionary Deep Learning is a guide to improving your Deep Learning models with AutoML enhancements based on the principles of biological evolution. This exciting new approach utilizes lesser-known AI approaches to boost performance without hours of data annotation or model hyperparameter tuning. In this one-of-a-kind guide, you’ll discover tools for optimizing everything from data collection to your network architecture. For data scientists who know Python.

Название: Web Development Toolkit for Java Developers: Build dynamic, secure, and scalable web applications with Java
Автор: Nirali Dabhi, Dharmendra Patel, Atul Patel
Издательство: BPB Publications
Год: 2023
Страниц: 518
Язык: английский
Формат: Retail PDF
Размер: 26.0 MB

A beginners guide to Java programming for web development. Java is a popular language for developing web applications due to its stability, scalability, and robustness. This comprehensive guide will teach you how to develop web apps using Java. The book will help you learn how to establish a JDBC Connection in Java, develop Model-View-Controller (MVC) apps using JSP and servlets without a framework, and understand the application and use of JavaServer Faces (JSF) over JSP to effectively develop web apps. Additionally, the book will help you gain a thorough understanding of different types of frameworks and explore the Spring framework in-depth. It will also teach you how to leverage the power of Spring to simplify and streamline your web development projects. Lastly, the book will help you get familiar with the concept of Aspect Oriented Programming (AOP) and learn how to apply AOP in your Java web development projects. By the end of the book, you will be able to build professional-quality web applications using Java.

Название: Mastering Classification Algorithms for Machine Learning: Learn how to apply Classification algorithms for effective Machine Learning solutions
Автор: Partha Majumdar
Издательство: BPB Publications
Год: 2023
Страниц: 380
Язык: английский
Формат: Retail PDF
Размер: 18.8 MB

A practical guide to mastering Classification algorithms for Machine Learning. Classification algorithms are essential in machine learning as they allow us to make predictions about the class or category of an input by considering its features. These algorithms have a significant impact on multiple applications like spam filtering, sentiment analysis, image recognition, and fraud detection. If you want to expand your knowledge about classification algorithms, this book is the ideal resource for you. The book starts with an introduction to problem-solving in machine learning and subsequently focuses on classification problems. It then explores the Naïve Bayes algorithm, a probabilistic method widely used in industrial applications. Python is the programming language used in this book. By the end of the book, you will become proficient in utilizing classification algorithms for solving complex Machine Learning problems.

Название: Python Programming: A Quick and Easy Guide
Автор: Fatos Morina
Издательство: Independently published
Год: 2022
Страниц: 145
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

This book is a helpful beginner guide to Python Programming that covers all the basics you need to know to start coding in Python. It is packed with easy-to-follow explanations to help you learn quickly and easily. Python is one of the most popular programming languages. It represents one of the easiest languages that you can learn and also work with. It can be used for software development, server-side web development, machine learning, mathematics, and any type of scripting that you can think of. Its syntax is quite similar to that of the English language, making it easier for you to understand and use it quite intuitively. Python runs on an interpreter system, meaning that you are not expected to wait for a compiler to compile the code and then execute it. You can instead build prototypes fast. It works on different platforms, such as Windows, Linux, Mac, Rapsberry Pi, etc. This book is for everyone that wants to start learning programming through a beginner-friendly guide. It also can be used by engineers that already code in other languages that want to pick up Python.

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.

Название: Programming with Python: And Its Applications to Physical Systems
Автор: M. Shubhakanta Singh
Издательство: CRC Press/Manakin Press
Год: 2024
Страниц: 363
Язык: английский
Формат: pdf (true)
Размер: 11.4 MB

This book is an introduction to Python Programming and provides a practical approach to the subject. The basic concepts of Python are explained in detail and augmented with examples and diagrams for a thorough understanding of the subject. The book is primarily aimed at students with little or no prior knowledge of programming languages. However, self-taught and hobbyist programmers, scientists, engineers, computing professionals and computer scientists and others who need to program as part of their work may also use this book for understanding the basic concepts of Python.

Название: Mastering R: A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2024
Страниц: 297
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB

R is a statistical computing and graphics programming language that you can use to clean, analyze, and graph data. It is widely used by researchers from various disciplines to estimate and display results and by teachers of statistics and research methods. This book is a detailed guide for beginners to understand R with an explanation of core statistical and research ideas. One of the powerful characteristics of R is that it is open-source, which means that anyone can access the underlying code used to run the program and add their own code for free. It will always be able to perform the latest statistical analyses as soon as anyone thinks of them. R corrects mistakes quickly and transparently and has put together a community of programming and statistical experts that you can turn to for help. Mastering R: A Beginner’s Guide not only explains how to program but also how to use R for visualization and modeling. The fundamental principles of R explained here are helpful to beginner and intermediate users interested in learning this highly technological and diverse language.

Название: Kubernetes Programming with Go: Programming Kubernetes Clients and Operators Using Go and the Kubernetes API
Автор: Philippe Martin
Издательство: Apress
Год: 2023
Страниц: 326
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.2 MB

This book begins by introducing the structure of the Kubernetes API and which operations it serves. Following chapters demonstrate how to write native Kubernetes resources definitions using Go structures defined in the API and API Machinery libraries. Miscellaneous utilities are described to help you work with different resource fields and to convert your resource definitions to or from YAML or JSON. Next, you will learn how to interact with the Kubernetes API server to create, delete, update, and monitor resources in a cluster using the client-go library. A complete chapter is devoted to tools provided to test your programs using the client-go library. An example follows to wrap up the first part of the book, describing how to write a kubectl plugin. Next, you will learn how to extend the Kubernetes API using Custom Resource Definitions, and how to write Kubernetes resources in a generic way as well as how to create your own resources using the unstructured concept.