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Название: The Business Manager's Guide to Software Projects: A Framework for Decision-Making, Team Collaboration, and Effectiveness
Автор: Jonathan Peter Crosby
Издательство: Apress
Год: 2023
Страниц: 308
Язык: английский
Формат: pdf, epub
Размер: 12.6 MB

Every day, successful software projects scale and sustain businesses of all sizes and across all industries. Unfortunately, the reality is that many software projects still fail. The reasons behind these failures are seldom due to the underlying technology. Misunderstandings and communication barriers lead to wrong decisions, missed opportunities, communication breakdowns, or worse―huge economic loss. This book distills the world of software projects into simple terms and relatable metaphors for even the most technically adverse reader. Real-life examples, entertaining analogies, and hand-drawn illustrations will stick with readers throughout their own software projects, bolstering their success. Business requirements, use cases, process flows―the list goes on. It’s all broken down in this game-changing book aimed at delivering for business and tech teams what DevOps has done for developers and operations.

Название: Rearchitecting Software: Source Code Comprehension and Refactoring Applied to Flight Software and Simulation
Автор: Ignacio Chechile
Издательство: Independently published
Год: 2023
Страниц: 202
Язык: английский
Формат: pdf (true)
Размер: 44.7 MB

The main idea is to delve into some codebase by breaking them down and see what they are made of. We will get compiler errors galore in the process. Granted, compiler errors can be annoying, but you must embrace them, for they provide a lot of information any source code analyst must ingest and use in their own advantage. The ambitious objective of our work is to learn about two programs’ architectures and design styles in a way we will be able to alter them, refactor them, recompile them a hundred times if necessary, and eventually hook them together.For practicing code comprehension, we will use a flight simulation engine combined with a flight software framework, both running on Linux. We will fiddle with source code to make two projects that grew totally unaware of each other to interact; we will craft our tiny Frankenstein. These projects, combined together, have around 160K lines of code between C and C++ which, although not the biggest code base ever, it is still complex enough to make us think.

Название: Modeling and Simulation in Python: An Introduction for Scientists and Engineers
Автор: Allen B. Downey
Издательство: No Starch Press
Год: 2023
Страниц: 280
Язык: английский
Формат: epub (true)
Размер: 18.9 MB

Modeling and Simulation in Python is a thorough but easy-to-follow introduction to physical modeling—that is, the art of describing and simulating real-world systems. Readers are guided through modeling things like world population growth, infectious disease, bungee jumping, baseball flight trajectories, celestial mechanics, and more while simultaneously developing a strong understanding of fundamental programming concepts like loops, vectors, and functions. Clear and concise, with a focus on learning by doing, the author spares the reader abstract, theoretical complexities and gets right to hands-on examples that show how to produce useful models and simulations.

Название: Computational Statistical Methodologies and Modeling for Artificial Intelligence
Автор: Priyanka Harjule, Azizur Rahman, Basant Agarwal
Издательство: CRC Press
Серия: Edge AI in Future Computing
Год: 2023
Страниц: 389
Язык: английский
Формат: pdf (true)
Размер: 23.1 MB

This book covers computational statistics-based approaches for Artificial Intelligence (AI). The aim of this book is to provide comprehensive coverage of the fundamentals through the applications of the different kinds of mathematical modelling and statistical techniques and describing their applications in different Artificial Intelligence systems. The primary users of this book will include researchers, academicians, postgraduate students, and specialists in the areas of Data Science, mathematical modelling, and Artificial Intelligence. It will also serve as a valuable resource for many others in the fields of electrical, computer, and optical engineering. Computational statistical science is a progressive field that employs advanced computing strategies to solve and understand real-life problems. In widespread usage, computational models are integrated with Artificial Intelligence (AI) algorithms, which is the soul of the digital computer or computer-controlled robot to perform intelligent tasks. AI is an interdisciplinary field and is frequently applied to developing systems endowed with humans’ intellectual processes, including the ability to reason, identify meaning, generalize, or learn from memories. AI has multiple approaches, and advancements in Machine Learning and Deep Learning are creating a metamorphosis in every industry sector.

Название: Head First Software Architecture: A Learner's Guide to Architectural Thinking (Early Release)
Автор: Raju Gandhi, Mark Richards, Neal Ford
Издательство: O’Reilly Media, Inc.
Год: 2023-03-20
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

If you're a software developer looking for a quick on-ramp to software architecture, this handy guide is a great place to start. From the authors of Fundamentals of Software Architecture, Head First Software Architecture teaches you how to think architecturally and explores the unique challenges of software architecture. You'll learn the distinction between architecture and design and the relationship between code, components, and architectural styles. You'll also learn how to work with some common architectural styles through vivid, fun examples. Quick, easy, and entertaining, this book is a valuable introduction to the world of software architecture.

Название: Frontiers of Artificial Intelligence in Medical Imaging
Автор: Navid Razmjooy, Venkatesan Rajinikanth
Издательство: IOP Publishing
Год: 2023
Страниц: 252
Язык: английский
Формат: pdf (true), epub
Размер: 76.6 MB

This book is designed to consider the recent advancements in hospitals to diagnose various diseases accurately using AI-supported detection procedures. This work examines recent AI-supported disease detection techniques from prominent researchers and clinicians working in the medical imaging processing domain. Within this book, the integration of various Artificial Intelligence (AI) methods, such as soft computing, Machine Learning, Deep Learning, and other related works will be presented. Real clinical images utilizing AI are incorporated. The book also includes several chapters on Machine Learning, convoluted neural networks, segmentation, and Deep Learning-assisted two-class and multi-class classification. Part of IOP Series in Artificial Intelligence in the Biomedical Sciences.

Название: Learning with Fractional Orthogonal Kernel Classifiers in Support Vector Machines: Theory, Algorithms and Applications
Автор: Jamal Amani Rad, Kourosh Parand, Snehashish Chakraverty
Издательство: Springer
Серия: Industrial and Applied Mathematics
Год: 2023
Страниц: 312
Язык: английский
Формат: pdf (true), epub
Размер: 42.2 MB

This book contains select chapters on support vector algorithms from different perspectives, including mathematical background, properties of various kernel functions, and several applications. The main focus of this book is on orthogonal kernel functions, and the properties of the classical kernel functions―Chebyshev, Legendre, Gegenbauer, and Jacobi―are reviewed in some chapters. Moreover, the fractional form of these kernel functions is introduced in the same chapters, and for ease of use for these kernel functions, a tutorial on a Python package named ORSVM is presented. The book also exhibits a variety of applications for support vector algorithms, and in addition to the classification, these algorithms along with the introduced kernel functions are utilized for solving ordinary, partial, integro, and fractional differential equations. On the other hand, nowadays, the real-time and big data applications of support vector algorithms are growing. Consequently, the Compute Unified Device Architecture (CUDA) parallelizing the procedure of support vector algorithms based on orthogonal kernel functions is presented. The book sheds light on how to use support vector algorithms based on orthogonal kernel functions in different situations and gives a significant perspective to all Machine Learning and scientific Machine Learning researchers all around the world to utilize fractional orthogonal kernel functions in their pattern recognition or scientific computing problems.

Название: PHP Cookbook: Modern Code Solutions for Professional PHP Developers (8th Early Release)
Автор: Eric Mann
Издательство: O’Reilly Media, Inc.
Год: 2023-03-21
Страниц: 498
Язык: английский
Формат: epub (true), mobi
Размер: 10.1 MB

If you're a PHP developer looking for proven solutions to common problems, this cookbook provides code recipes to help you resolve numerous scenarios. By leveraging modern versions of PHP through version 8.1, these self-contained recipes provide fully realized solutions that can help you solve similar problems in your day-to-day work. PHP is well known as a loosely-typed language. This sets the language apart as developers are not required to identify the type of a specific variable when it’s created or even when it’s called. The interpreter behind PHP will identify the right type when the variable is used and, in many cases, transparently cast the variable as a different type at runtime.

Название: 80 Ways to Use ChatGPT in the Classroom: Using AI to Enhance Teaching and Learning
Автор: Stan Skrabut, Ed.D.
Издательство: Stan Skrabut
Год: 2023
Страниц: 170
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

What is the impact of chatGPT on your classroom? Should you be concerned? Should you use it or not? In the book, "80 Ways to Use ChatGPT in the Classroom: Using AI to Enhance Teaching and Learning," Dr. Stan Skrabut, an instructional technologist and designer, explores these topics and much more. He presents different ways to incorporate chatGPT into the classroom, including preparation for classes, providing instructional assistance, creating assessments, developing study aids, and using chatGPT for computer programming. The book also covers how students can use chatGPT for writing assistance, research, and personalized learning. ChatGPT is another addition to a line of Artificial Intelligence (AI) writing tools such as Jasper, Sudowrite, Quillbot, etc. It builds on Grammarly, the Hemingway app, Google Docs, Microsoft Word, and others. The Chapter "Using ChatGPT for Computer Programming" will teach you how to utilize chatGPT to streamline your coding process. With chatGPT, you can quickly write code in various languages. Provide specific input, and let chatGPT work its magic. Not only can chatGPT write code and explain what it does, but it also can troubleshoot any issues, write SQL code, clean up HTML code, write application scripts, and even add comments to your code. By the end of this chapter, you will have a better understanding of how to use chatGPT to improve your coding efficiency.

Название: Hypermodern Python Tooling: Building Reliable Workflows for an Evolving Python Ecosystem (Third Early Release)
Автор: Claudio Jolowicz
Издательство: O’Reilly Media, Inc.
Год: 2023-03-20
Страниц: 171
Язык: английский
Формат: epub (true), mobi
Размер: 10.1 MB

Keeping up with the Python ecosystem can be daunting. Its developer tooling doesn't provide the same out-of-the-box experience native to languages like Rust and Go. When it comes to long-term project maintenance or collaborating with others, every Python project faces the same problem: how to build reliable workflows beyond local development while staying in sync with the evolving ecosystem. With this hands-on guide, Python developers will learn how to forge the moving parts of a Python project into an easy-to-use toolchain, using state-of-the-art tools including Poetry, GitHub Actions, Dependabot, pytest, mypy, Flake8, and more. Author Claudio Jolowicz shows you how to create robust Python project structures, complete with unit tests, static analysis, code formatting, type checking, and documentation, as well as continuous integration and delivery.