Название: Design Practice Reference : Guides and Templates to Craft Quality Software in Style
Автор: Olaf Zimmermann, Mirko Stocker
Издательство: Leanpub
Год: 2022-11-02
Страниц: 126
Язык: английский
Формат: pdf (true), epub
Размер: 33.3 MB

A collection of proven software engineering and architecture design method elements to accelerate project work and reduce technical risk. Suited for API design and microservice architectures. Activity descriptions and artifact templates for non-functional requirements, domain models, architectural decision records, API contracts (sample content). DPR (pronounced "deeper") collects artifact templates and practices from engineering methods (old and new) that are applicable to service-oriented analysis and design (and beyond).

Название: Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems (Sixth Early Release)
Автор: Hala Nelson
Издательство: O’Reilly Media, Inc.
Год: 2022-11-09
Страниц: 609
Язык: английский
Формат: epub (true), mobi
Размер: 18.4 MB

Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations.

Название: Efficient Go: Data-Driven Performance Optimization (Final Release)
Автор: Bartlomiej Plotka
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 574
Язык: английский
Формат: epub (true), mobi
Размер: 14.5 MB

Software engineers today typically put performance optimizations low on the list of development priorities. But despite significant technological advancements and lower-priced hardware, software efficiency still matters. With this book, Go programmers will learn how to approach performance topics for applications written in this open source language. How and when should you apply performance efficiency optimization without wasting your time? Author Bartlomiej Plotka provides the tools and knowledge you need to make your system faster using fewer resources. Once you learn how to address performance in your Go applications, you'll be able to bring small but effective habits to your programming and development cycle.

Название: Learning Ray Flexible Distributed Python for Machine Learning (8th Early Release)
Автор: Max Pumperla, Edward Oakes, Richard Liaw
Издательство: O’Reilly Media, Inc.
Год: 2022-11-08
Страниц: 250
Язык: английский
Формат: epub
Размер: 10.1 MB

Get started with Ray, the open source distributed computing framework that greatly simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run Machine Learning programs at scale.

Название: Game Dev Cookbook: Recreate mechanics and ideas from dozens of classic video games using Python and Pygame Zero
Автор: Ryan Lambie (Editor)
Издательство: Raspberry Pi Press
Год: 2022
Страниц: 97
Язык: английский
Формат: pdf (true)
Размер: 41.4 MB

Replicate the mechanics and ideas from dozens of classic games with the Game Dev Cookbook. Using the listings contained within, you’ll be able to get sprites moving around the screen, create simple physics simulations for everything from spaceships to ricocheting balls to swinging ropes over deadly pits. Re-create the pioneering boss battle from Phoenix, Boulderdash’s falling rocks, Super Sprint’s top-down racing, and so much more in Python and Pygame Zero with the Game Dev Cookbook - from the creators of Wireframe magazine. Python is an approachable, eminently readable programming language by itself, while Pygame Zero provides an intuitive wrap-around library that allows beginners to start making games within just a few minutes. With the listings and tutorials in this digital book, you’ll soon be able to move sprites around the screen, create simple physics simulations for everything from spaceships to ricocheting pool balls, or create the beginnings of a match-three puzzler.

Название: Data Science for Engineers
Автор: Raghunathan Rengaswamy, Resmi Suresh
Издательство: CRC Press
Год: 2023
Страниц: 361
Язык: английский
Формат: pdf (true)
Размер: 13.4 MB

With tremendous improvement in computational power and availability of rich data, almost all engineering disciplines use Data Science at some level. This textbook presents material on Data Science comprehensively, and in a structured manner. It provides conceptual understanding of the fields of Data Science, Machine Learning (ML), and Artificial Intelligence (AI), with enough level of mathematical details necessary for the readers. This will help readers understand major thematic ideas in Data Science, Machine Learning, and Artificial Intelligence, and implement first-level Data Science solutions to practical engineering problems.

Название: Application Security Program Handbook: A guide for software engineers and team leaders (Final Release)
Автор: Derek Fisher
Издательство: Manning Publications
Год: 2022
Страниц: 297
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Stop dangerous threats and secure your vulnerabilities without slowing down delivery. This practical book is a one-stop guide to implementing a robust application security program. Application Security Program Handbook teaches you to implement a robust program of security throughout your development process. It goes well beyond the basics, detailing a flexible approach that can adapt and evolve to new and emerging threats. Follow the expert advice in this guide and you’ll reliably deliver software that is free from security defects and critical vulnerabilities.

Название: Python in a Nutshell: A Desktop Quick Reference, 4th Edition (6th Early Release)
Автор: Alex Martelli, Anna Martelli Ravenscroft, Steve Holden
Издательство: O’Reilly Media, Inc.
Год: 2022-11-08
Страниц: 741
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

Python was recently ranked as today's most popular programming language on the TIOBE index, thanks to its broad applicability to design and prototyping to testing, deployment, and maintenance. With this updated fourth edition, you'll learn how to get the most out of Python, whether you're a professional programmer or someone who needs this language to solve problems in a particular field. Carefully curated by recognized experts in Python, this new edition focuses on version 3.10, bringing this seminal work on the Python language fully up to date on five version releases, including preview coverage of upcoming 3.11 features.

Название: Convolutional Neural Networks for Medical Image Processing Applications
Автор: Şaban Öztürk
Издательство: CRC Press
Год: 2023
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 16.0 MB

The rise in living standards increases the expectation of people in almost every field. At the forefront is health. Over the past few centuries, there have been major developments in healthcare. Medical device technology and developments in Artificial Intelligence (AI) are among the most important ones. The improving technology and our ability to harness the technology effectively by means such as AI have led to unprecedented advances, resulting in early diagnosis of diseases. AI algorithms enable the fast and early evaluation of images from medical devices to maximize the benefits. While developments in the field of AI were quickly adapted to the field of health, in some cases this contributed to the formation of innovative Artificial Intelligence algorithms. Today, the most effective Artificial Intelligence method is accepted as deep learning. Convolutional neural network (CNN) architectures are Deep Learning algorithms used for image processing. This book contains applications of CNN methods. The content is quite extensive, including the application of different CNN methods to various medical image processing problems. Readers will be able to analyze the effects of CNN methods presented in the book in medical applications.

Название: Operating OpenShift: An SRE Approach to Managing Infrastructure (Final)
Автор: Rick Rackow, Manuel Dewald
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 300
Язык: английский
Формат: epub
Размер: 10.16 MB

Kubernetes has gained significant popularity over the past few years, with OpenShift as one of its most mature and prominent distributions. But while OpenShift provides several layers of abstraction over vanilla Kubernetes, this software can quickly become overwhelming because of its rich feature set and functionality. This practical book helps you understand and manage OpenShift clusters from minimal deployment to large multicluster installations. Principal site reliability engineers Rick Rackow and Manuel Dewald, who worked together on Red Hat's managed OpenShift offering for years, provide valuable advice to help your teams operate OpenShift clusters efficiently. Designed for SREs, system administrators, DevOps engineers, and cloud architects, Operating OpenShift encourages consistent and easy container orchestration and helps reduce the effort of deploying a Kubernetes platform. You'll learn why OpenShift has become highly attractive to enterprises large and small.