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Machine Learning with Rust: A practical attempt to explore Rust and its libraries across popular Machine Learning techniques
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Название: Machine Learning with Rust: A practical attempt to explore Rust and its libraries across popular Machine Learning techniques
Автор: Keiko Nakamura
Издательство: GitforGits
Год: 2024
Страниц: 267
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

In this stimulating journey of Rust, you'll learn how to use the Rust programming language in conjunction with Machine Learning. It's not a full guide to learning Machine Learning with Rust. Instead, it's more of a journey that shows you what's possible when you use Rust to solve Machine Learning problems. Some people like Rust because it is quick and safe. This book shows how those qualities can help Machine Learning a lot. To begin, we will show you what Rust is and how it works. This is so that everyone, even those who are new to Rust, can follow along. Then, we look at some basic Machine Learning concepts, such as linear and logistic regression, and show how to use Rust's tools and libraries to make these ideas work. You will learn more complex techniques like decision trees, support vector machines, and how to work with data as we go along. It goes all the way up to neural networks and image recognition, and we show you how to use Rust for these types of tasks step by step.


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Build Your Own Web Server From Scratch In Node.JS : Learn network programming, HTTP, and WebSocket by coding a Web Server
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Название: Build Your Own Web Server From Scratch In Node.JS : Learn network programming, HTTP, and WebSocket by coding a Web Server
Автор: James Smith
Издательство: Leanpub
Год: 2024-02-02
Страниц: 132
Язык: английский
Формат: pdf (true), azw3, mobi, epub
Размер: 10.1 MB

Learn by doing: code a Web server in Node.js. Most people use HTTP daily, but few understand its inner workings. This "Build Your Own X" book dives deep, teaching basics from scratch for a clearer understanding of the tools and tech we rely on. The first step is to make programs talk over a network. This is also called socket programming. But socket programming is more than just gluing APIs together! It’s easy to end up with half-working solutions if you skip the basics. In order to communicate over a network, the data sent over the network must conform to a specific format called a “protocol”. Learn how to create or implement any network protocols by using HTTP as the target. You probably already know something about HTTP, such as URLs, different methods like GET and POST, response codes, various headers, and etc. But have you ever thought that you can create all the details from scratch, by your own code? It’s not very complicated and it’s rewarding. The project uses Node.js without any dependencies, but many concepts are language-agnostic, so it’s valuable for learners of any language. Code samples use TypeScript with type annotations for readability, but the differences from JS are minor.


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OpenAI GPT For Python Developers: The art and science of building AI-powered apps with GPT-4, Whisper, Weaviate, and beyond, Second Edition
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Название: OpenAI GPT For Python Developers: The art and science of building AI-powered apps with GPT-4, Whisper, Weaviate, and beyond, Second Edition
Автор: Aymen El Amri
Издательство: Leanpub
Год: 2024-02-14
Страниц: 323
Язык: английский
Формат: pdf (true), epub
Размер: 11.5 MB

In this practical guide, you will build intelligent real-world applications using GPT-4, Embeddings, Whisper, Weaviate, and more tools from the OpenAI ecosystem. The knowledge you'll acquire from this guide will be applicable to the current families of GPT models (GPT-3, GPT-3.5, GPT-4, etc.) and will likely also be relevant to GPT-5, should it ever be released. OpenAI provides APIs (Application Programming Interfaces) to access their AI. The goal of an API is to abstract the underlying models by creating a universal interface for all versions, allowing users to use GPT regardless of its version. This guide aims to provide a comprehensive, step-by-step tutorial on how to utilize GPT-3.5 and GPT-4 in your projects via this API. It also covers other models, such as Whisper and Text-to-Speech. If you're developing a chatbot, an AI assistant, or a web application that utilizes AI-generated data, this guide will assist you in achieving your objectives. If you have a basic understanding of the Python programming language and are willing to learn a few additional techniques, such as using Pandas Dataframes and some NLP methods, you possess all the necessary tools to start building intelligent systems with OpenAI tools.


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A Course in Python: The Core of the Language
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Название: A Course in Python: The Core of the Language
Автор: Roozbeh Hazrat
Издательство: Springer
Год: 2024
Страниц: 255
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This textbook introduces Python and its programming through a multitude of clearly presented examples and worked-out exercises. Python has become, for good reason, a very popular programming language, with a substantial number of followers around the globe. In addition to its intuitive programming language, Python now offers numerous libraries which provide powerful tools and methods to do, among many other things, mathematics, physics, text processing, and musical composition. Once one grasps the core of the language, then help, hints, and a wealth of sample codes are just a google away. Besides many books on Python, there is an uncountable number of documents on the internet. However, I wanted to have one source that I can follow to systematically teach (or learn) the core of the language before diving into more advanced fronts. I also wanted to have a source that is short, to the point and which provides interesting programming examples; examples that I enjoy coding, modifying and experimenting with. This book grew out of a course I gave at Western Sydney University. It allows the reader to learn Python by going through interesting exercises step by step, with short and concise explanations. Thus, this book could be considered for a course in Python, or for self-study. It mainly concentrates on the core of Python programming. I have mostly chosen problems having something to do with natural numbers as they do not need any particular background. The codes have been written in Jupyter using Python version 3.


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Handbook of Computational Sciences: A Multi and Interdisciplinary Approach
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Название: Handbook of Computational Sciences: A Multi and Interdisciplinary Approach
Автор: Ahmed A. Elgnar, Vigneshwar M, Krishna Kant Singh, Zdzislaw Polkowski
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 400
Язык: английский
Формат: pdf (true)
Размер: 67.4 MB

The Handbook of Computational Sciences is a comprehensive collection of research chapters that brings together the latest advances and trends in computational sciences and addresses the interdisciplinary nature of computational sciences, which require expertise from multiple disciplines to solve complex problems. This edited volume covers a broad range of topics, including computational physics, chemistry, biology, engineering, finance, and social sciences. Each chapter provides an in-depth discussion of the state-of-the-art techniques and methodologies used in the respective field. The book also highlights the challenges and opportunities for future research in these areas. The volume pertains to applications in the areas of imaging, medical imaging, wireless and WS networks, IoT with applied areas, big data for various applicable solutions, etc. This text delves deeply into the core subject and then broadens to encompass the interlinking, interdisciplinary, and cross-disciplinary sections of other relevant areas. Those areas include applied, simulation, modeling, real-time, research applications, and more.


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Ultimate Docker for Cloud Native Applications: Unleash Docker Ecosystem by Optimizing Image Creation
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Название: Ultimate Docker for Cloud Native Applications: Unleash Docker Ecosystem by Optimizing Image Creation, Storage and Networking Management, Deployment Strategies to Revolutionize Workflow, Scalability, and Security
Автор: Meysam Azad
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 422
Язык: английский
Формат: epub (true)
Размер: 16.4 MB

Unlock the Power of Docker to Revolutionize Your Development and Deployment Strategie. Embark on an enriching Docker journey with this definitive guide meticulously designed to take you from foundational knowledge to advanced mastery. This book adopts a holistic approach to containerization, starting with essential concepts, Docker's intricacies, and then moving on to an exploration of core concepts and architecture. You will then move seamlessly through building and managing Docker images, navigating networking challenges, and mastering the art of persistent data management. Each chapter builds upon the last, ensuring a thorough grasp of Docker's intricacies. The book will help you streamline deployment with Docker Compose, scale applications through Docker Swarm, fortify deployments with security insights, and seamlessly integrate Docker into your CI/CD pipelines. Push the boundaries further with discussions on Docker in cloud platforms, an introduction to Kubernetes, and advanced Docker concepts. Authored by a seasoned Senior Site Reliability Engineer (SRE), this book goes beyond the theoretical by providing insider insights, best practices, and real-world scenarios. Bridging the gap between concepts and applications, it serves as your trusted companion in navigating Docker complexities.


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Software Requirements Essentials: Core Practices for Successful Business Analysis (Final)
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Software Requirements Essentials: Core Practices for Successful Business Analysis (Final)Название: Software Requirements Essentials: Core Practices for Successful Business Analysis (Final)
Автор: Karl Wiegers, Candase Hokanson
Издательство: Addison-Wesley/Pearson Education
Год: 2023
Страниц: 200
Язык: английский
Формат: pdf (true), epub (true)
Размер: 12.5 MB

20 Best Practices for Developing and Managing Requirements on Any Project. Software Requirements Essentials presents 20 core practices for successful requirements planning, elicitation, analysis, specification, validation, and management. Leading requirements experts Karl Wiegers and Candase Hokanson focus on the practices most likely to deliver superior value for both traditional and agile projects, in any application domain. These core practices help teams understand business problems, engage the right participants, articulate better solutions, improve communication, implement the most valuable functionality in the right sequence, and adapt to change and growth. Concise and tightly focused, this book offers just enough pragmatic "how-to" detail for you to apply the core practices with confidence, whether you're a business analyst, requirements engineer, product manager, product owner, or developer. Using it, your entire team can build a shared understanding of key concepts, terminology, techniques, and rationales--and work together more effectively on every project.


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The Scrum Anti-Patterns Guide: Challenges Every Scrum Team Faces and How to Overcome Them
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Название: The Scrum Anti-Patterns Guide: Challenges Every Scrum Team Faces and How to Overcome Them
Автор: Stefan Wolpers
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2024
Страниц: 417
Язык: английский
Формат: pdf (true), epub
Размер: 10.7 MB

Unlock Scrum success for beginners and experts alike with The Scrum Anti-Patterns Guide, your key to understanding and elevating Scrum practices. Scrum is simple to understand but difficult to master. As a framework, Scrum is particularly challenging as there is no formal education tailored to these roles and no comprehensive set of practices readily available to those interested in applying it. The Scrum Guide 2020 describes its underlying principles only in the broadest strokes--from applying Scrum to complex adaptive problems to embracing self-management--but the Scrum Guide is not at all prescriptive about how Scrum Teams work. The Scrum Anti-Patterns Guide compiles the most common challenges that every Scrum Team faces and how to remedy them. Stefan Wolpers uses the Scrum Guide as a template to structure the content, thus supporting the junior practitioners Scrum discovery journey (categorized by roles, events, artifacts, and commitments) while allowing the more experienced reader to use the book to reference individual problems or situations.


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Beyond the Algorithm: AI, Security, Privacy, and Ethics (Final)
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Название: Beyond the Algorithm: AI, Security, Privacy, and Ethics (Final)
Автор: Omar Santos, Petar Radanliev
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2024
Страниц: 337
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.3 MB

This book is a comprehensive, cutting-edge guide designed to educate readers on the essentials of Artificial Intelligence (AI) and Machine Learning (ML), while emphasizing the crucial aspects of security, ethics, and privacy. The book aims to equip AI practitioners, IT professionals, data scientists, security experts, policy-makers, and students with the knowledge and tools needed to develop, deploy, and manage AI and ML systems securely and responsibly. The book is divided into several sections, each focusing on a specific aspect of AI. It begins by introducing the fundamentals of AI technolgies, providing an overview of their history, development, and various types. This is followed by a deep dive into popular AI algorithms and large language models (LLMs), including GPT-4, that are at the forefront of AI innovation.


Категория: КНИГИ » ПРОГРАММИРОВАНИЕ
Python Coding Tricks and Tips - 17Th Edition 2024
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Название: Python Coding Tricks and Tips - 17Th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 39.7 MB

Python Coding Tricks and Tips - это идеальное цифровое издание для пользователей, которые хотят поднять свой набор навыков на новый уровень. Вы хотите повысить свой пользовательский опыт? Или хотите получить инсайдерские знания? Хотите учиться непосредственно у экспертов в своей области? Узнать о многочисленных приемах, которые используют профессионалы? На страницах нового руководства для продвинутых пользователей вы узнаете все, что вам нужно знать, чтобы стать более уверенным, умелым и опытным пользователем, который будет извлекать максимальную пользу из своего кодирования и, в конечном счете, из самого программирования Python. Это достижение вы можете заслужить, просто позволив нам эксклюзивно помочь вам и научить вас тем способностям, которые мы приобрели за десятилетия нашего опыта.