Название: AI for Absolute Beginners: A Clear Guide to Tomorrow
Автор: Oliver Theobald
Издательство: Scatterplot Press
Серия: AI, Data Science, Python & Statistics for Beginners
Год: 2023
Страниц: 209
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Curious about AI but feeling lost at the same time? Well, look no further! AI for Absolute Beginners is your guide to demystifying complex AI concepts and providing you with a solid foundation to step into and stay ahead in the new AI era. In this accessible and comprehensive book, we start from scratch, assuming no prior knowledge. Each chapter is carefully crafted to guide you through the fundamental concepts and practical applications of AI, including Machine Learning, generative AI, and Deep Learning. With clear and plain English explanations, you'll be surprised at how quickly you can start thinking and speaking fluently in the words and mindset of an AI expert! From self-driving cars to large language models, the ability of Deep Learning to learn from raw data and process large datasets has dramatically broadened the use cases for Artificial Intelligence (AI). However, like all technologies, Deep Learning has its own unique limitations and challenges that we will examine in this chapter. Before we dive in, it’s important to explain the connection between Deep Learning and Machine Learning. Machine Learning, as discussed, involves algorithms and models that improve with experience and exposure to data. As a subfield of Machine Learning, Deep Learning takes the foundational principles of Machine Learning and applies its own techniques to even larger and more complex datasets. This involves the use of artificial neural networks with deep and multiple layers stacked together to form a model.

Название: The Complete C++ & Python Manual - 18th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 148
Язык: английский
Формат: pdf
Размер: 62.5 MB

Расширьте свои навыки, изучив основы Python и C++! Качественные справочники с подробными учебными пособиями от команды экспертов Изучайте Python и применяйте его в реальных программах Познакомьтесь с основами C++ и советами по оптимизации кода Python и C++ - два самых мощных и универсальных языка программирования. Их знание и освоение позволит вам лучше понять современные технологии и то, как они взаимодействуют с нами и окружающей средой.

Название: Python Programming in Context, 4th Edition
Автор: Julie Anderson, Jon Anderson
Издательство: Jones & Bartlett Learning
Год: 2025
Страниц: 500
Язык: английский
Формат: epub
Размер: 53.5 MB

Python Programming in Context, Fourth Edition provides a comprehensive and accessible introduction to Python fundamentals. Updated with Python 3.10, the Fourth Edition offers a thorough overview of multiple applied areas, including image processing, cryptography, astronomy, the Internet, and bioinformatics. Taking an active learning approach, each chapter starts with a comprehensive real-world project that teaches core design techniques and Python programming to immediately engage students. An ideal first language for learners entering the rapidly expanding fields of computer science, data science, and scientific programing, Python gives students a solid platform of key problem-solving skills that translate easily across programming languages. This text is designed to be a first course in computer science that focuses on problem-solving, with language features being introduced as needed to solve the problem at hand. Because the syntax of Python is easy to learn, we can quickly introduce the basics of standard programming constructs. As students progress through the text, more of the details and background for these constructs are added to their toolbox. In this way, students are exposed to important computer science concepts at the point when those concepts are needed to solve a problem.

Название: Quantitative Python: Unlocking Data's Potential with Precision: A Comprehensive guide to Python in Finance
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 587
Язык: английский
Формат: pdf
Размер: 27.7 MB

Unlock the full potential of Python in the quantitative realm with 'Quantitative Python,' your comprehensive guide to mastering data analysis, financial modeling, and statistical computing. Whether you're a finance professional, data analyst, or aspiring quant, this book offers a deep dive into the Python ecosystem, tailored for the intricacies of quantitative analysis. Expertly crafted, 'Quantitative Python' bridges the gap between programming theory and practical application, providing readers with actionable insights and techniques to tackle real-world data challenges. Through engaging examples, clear explanations, and hands-on exercises, you'll explore advanced libraries like NumPy, Pandas, and Matplotlib, and delve into complex concepts such as Machine Learning algorithms and predictive modeling, all with a focus on financial data. Don't just learn Python—master the art of quantitative analysis with 'Quantitative Python.' Embark on your journey to becoming a proficient Python quant and transform your analytical skills into valuable, marketable expertise.

Название: Go Fundamentals: Gopher Guides (Final)
Автор: Mark Bates, Cory LaNou
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 579
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB, 56.4 MB

Start Writing Production-Ready Go Code Fast--No Go Experience Necessary! Thousands of developers and teams want to start taking advantage of Go, the powerful language used in projects ranging from Kubernetes to Docker and Vault. Go Fundamentals is specifically designed to get you up-to-speed fast, to leverage your existing knowledge of other languages, and to help you avoid common mistakes made by Go newcomers. Go is lightweight, simple, and perfect for modern cloud-native and microservices development, which is why Go developers are in such high demand. With this guide and six months' experience with any modern programming language, you'll have what you need to leap into Go programming.

Название: Clean Architecture with .NET
Автор: Dino Esposito
Издательство: Microsoft Press/Pearson Education
Год: 2024
Страниц: 337
Язык: английский
Формат: pdf (true), epub
Размер: 16.9 MB

Master advanced .NET techniques with a focus on actual value delivered by working within a modular, clean architecture. Microsoft Data Platform MVP Dino Esposito explains key clean architecture concepts with a mix of pragmatism and design discipline and helps you solidify your knowledge through a real-world project. Starting with an explanation of the quest for modular software architecture continuing through the methodology of domain-driven design (DDD), Esposito emphasizes the role that modularization plays in managing complexity in software development. Breaking down the layers of an architecture that is modular and maintainable, he presents a sample project that is not simply another to-do list, but an actual tool for the reader. Ultimately, an exploration of common dilemmas for both developers and operations brings together historical developments with real solutions for today. This book expects that you have at least a minimal understanding of .NET development and object-oriented programming concepts. A good foundation in using the .NET platform and knowledge of some data-access techniques will also help.

Название: Node.js For Beginner: The Ultimade Guide for Intermediate Developer to Unleash the Power of Server Side jаvascript
Автор: Amit K.
Издательство: Independently published
Год: 2024
Страниц: 123
Язык: английский
Формат: pdf
Размер: 10.1 MB

Unlock the full potential of Node.js and revolutionize your web and server-side development skills with "Mastering Node.js: The Ultimate Guide for Intermediate Developers to Unleash the Power of Server-Side jаvascript." Node.js has taken the world of web development by storm, thanks to its speed, scalability, and rich ecosystem. In this comprehensive ebook, we take you on a journey from intermediate to advanced Node.js developer, arming you with the knowledge and skills to tackle complex projects and build high-performance applications. Discover the core concepts of Node.js, from asynchronous programming and event-driven architecture to managing dependencies with npm and Yarn. Dive into the world of web applications with Express.js and explore specialized frameworks for creating RESTful APIs, whether it's building a single-page application or a high-traffic service.

Название: Data Science With Rust: A Comprehensive Guide - Data Analysis, Machine Learning, Data Visualization & More
Автор: Hayden Van Der Post, Alice Schwartz
Издательство: Reactive Publishing
Год: 2024
Страниц: 460
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Dive into the world of Data Science with "Data Science with Rust," your comprehensive guide to mastering data analysis and Machine Learning using Rust’s powerful and type-safe code. Whether you're a beginner eager to step into the Data Science arena or a seasoned professional looking to leverage Rust's unparalleled efficiency and safety features, this book is designed for you. Hayden's unique blend of expertise in psychology, SEO, marketing, and technology imbues this guide with insights not found in typical technical manuals. It's not just about coding; it's about understanding data's narrative and extracting meaningful insights with precision and flair. Rust, a language born out of the relentless quest for performance coupled with unparalleled safety, presents a paradigm shift so profound that it redefines our expectations from modern programming languages. "Data Science with Rust" is more than a book; it's a journey into the future of data analysis. With Hayden's charismatic and caring guidance, you'll not only master Rust's syntax and its applications in Data Science but also learn to think like a data scientist, with a high degree of creativity, empathy, and strategic insight.

Название: The No-Code Startup: The complete guide to building apps without code
Автор: Emma Reilly
Издательство: Practical Inspiration Publishing
Год: 2024
Страниц: 254
Язык: английский
Формат: True EPUB (Retail Copy), PDF, Mobi
Размер: 10.1 MB

Have you ever dreamed of developing the next big app like Airbnb or TikTok, but you don’t know your webhooks from your APIs? Do you have a software idea that could solve the world’s biggest problems but coding seems like a dark art? What was once a heavy barrier to most founders - creating a technical product - has now become simple and accessible thanks to the world of No-Code. The No-Code Startup is a play-by-play guide to launching your business by building just about any kind of app with No-Code tools. You’ll learn the basics of storing data, building automations and even implementing AI tools like GPT. By the end you will be able to test your product with real customers before continuing your journey as a true tech startup founder. In the world of technology, ‘no-code’ and ‘low-code’ have become some of the most exciting buzzwords. These terms refer to a new generation of tools that allow anyone, regardless of technical skill, to build digital products. We’re going to delve deeper into what these terms mean, their origins, and the transformative power they wield in the digital world.

Название: Cognitive Computing for Machine Thinking
Автор: Makarand R. Velankar, Parikshit N. Mahalle, Gitanjali R. Shinde
Издательство: Springer
Год: 2024
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

This book presents cognitive modeling along with the new paradigm machine thinking to enhance existing AI power and address its current limitations. This book provides overview of natural and Artificial Intelligence (AI) along with the computing models used currently. The need of advancing the current models is presented with suitable examples. The business case studies presented in different domains provide possible use of augmented intelligence with the proposed machine thinking paradigm. Cognitive computing has grabbed the attention of researchers recently. It deals with the human mind and thinking to make appropriate decisions considering human psychology. The current AI models are mainly based on data-driven models and require huge data to train the models. The issues that need to be tackled by AI models include fairness, deviation from intended objectives, ethical principles, sensitive information and security, performance disparity, privacy, and copyrights. Challenge is to align the AI models to perform in the right manner especially to the critical decision-making systems such as legal or medical applications. An augmented intelligent model with embedded cognitive computing and machine thinking paradigm can be a possible approach to tackle the current limitations of AI and advance the research in computing domain. Machine thinking is the new paradigm shift proposed in this book. This book is targeted at academicians, researchers, students, and professionals who belong to disciplines which involve intelligent computing and modeling human thinking. It provides possible multidisciplinary research directions including social psychology, Artificial Intelligence, human–computer interaction (HCI), and cognition for applications in various domains.