Название: The Well-Grounded Python Developer: How the pros use Python and Flask (Final Release)
Автор: Doug Farrel
Издательство: Manning Publications
Год: 2023
Страниц: 298
Язык: английский
Формат: pdf (true)
Размер: 10.0 MB

If you’re new to Python, it can be tough to understand when, where, and how to use all its language features. This friendly guide shows you how the Python ecosystem fits together, and grounds you in the skills you need to continue your journey to being a software developer. The Well-Grounded Python Developer builds on Python skills you’ve learned in isolation and shows you how to unify them into a meaningful whole. It helps you understand the dizzying array of libraries and teaches important concepts, like modular construction, APIs, and the design of a basic web server. As you work through this practical guide, you’ll discover how all the bits of Python link up as you build and modify a typical web server application—the kind of web app that’s in high demand by modern businesses. As a new programmer, you’re happy just to see your code run. A professional developer, on the other hand, needs to create software that runs reliably. It must be fast, maintainable, scalable, secure, well designed and documented, easy for others to update, and quick to ship. This book teaches you the skills you need to go from Python programmer to Python developer. For experienced beginners who want to learn professional-level skills.

Название: Designing Deep Learning Systems: A software engineer's guide (Final Release)
Автор: Chi Wang, Donald Szeto
Издательство: Manning Publications
Год: 2023
Страниц: 362
Язык: английский
Формат: pdf (true)
Размер: 14.1 MB

A vital guide to building the platforms and systems that bring Deep Learning models to production. Deep Learning systems are the components and infrastructure essential to supporting a deep learning model in a production environment. Written especially for software engineers with minimal knowledge of deep learning’s design requirements, Designing Deep Learning Systems is full of hands-on examples that will help you transfer your software development skills to creating these deep learning platforms. You’ll learn how to build automated and scalable services for core tasks like dataset management, model training/serving, and hyperparameter tuning. This book is the perfect way to step into an exciting—and lucrative—career as a Deep Learning engineer. To be practically usable, a deep learning model must be built into a software platform. As a software engineer, you need a deep understanding of deep learning to create such a system. Th is book gives you that depth. For software developers and engineering-minded data scientists. Examples in Java and Python.

Название: Google Anthos in Action: Manage hybrid and multi-cloud Kubernetes clusters (Final Release)
Автор: Antonio Gulli
Издательство: Manning Publications
Год: 2023
Страниц: 498
Язык: английский
Формат: pdf (true)
Размер: 24.7 MB

Learn multicloud deployment on Anthos directly from the Google development team! Anthos delivers a consistent management platform for deploying and operating Linux and Windows applications anywhere—multi-cloud, edge, on-prem, bare metal, or VMware. Google Anthos in Action demystifies Anthos with practical examples of Anthos at work and invaluable insights from the Google team that built it. You’ll learn how to use this modern, Kubernetes-based cloud platform to balance costs, automate security, and run your software literally anywhere. The book is full of Google-tested patterns that will boost efficiency across the development lifecycle. It’s an absolutely essential guide for anyone working with Anthos, or delivering software in a cloud-centric world. The operations nightmare: modern applications run on-prem, in the cloud, at the edge, on bare metal, in containers, over VMs, in any combination. And you’re expected to handle the rollouts, dataOps, security, performance, scaling, backup, and whatever else comes your way. Google Anthos feels your pain. This Kubernetes-based system simplifies hybrid and multicloud operations, providing a single platform for deploying and managing your applications, wherever they live.

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.