Название: Learn Generative AI with PyTorch (MEAP v2)
Автор: Маrk Liu
Издательство: Manning Publications
Год: 2024
Страниц: 298
Язык: английский
Формат: pdf, epub
Размер: 52.8 MB

Create your own generative AI models for text, images, music, and more! Generative AI tools like ChatGPT, Bard, and DALL-E have transformed the way we work. Learn Generative AI with PyTorch takes you on an incredible hands-on journey through creating and training AI models using Python, the free PyTorch framework and the hardware you already have in your office. Along the way, you’ll master the fundamentals of General Adversarial Networks (GANs), Transformers, Large Language Models (LLMs), variational autoencoders, diffusion models, LangChain, and more! All generative models in this book are deep neural networks. The book starts with a comprehensive Deep Learning project in PyTorch, ideal for those new to the field. Each chapter is carefully structured to build upon the previous one, especially beneficial for readers new to Deep Learning in PyTorch. You'll start by creating basic content like shapes, numbers, and images using Generative Adversarial Networks (GANs) with straightforward architectures. As you progress, the complexity increases, culminating in building advanced models like Transformers.

Название: Optimization Algorithms (MEAP v12)
Автор: Аlаа Кhаmis
Издательство: Manning Publications
Год: 2024
Страниц: 739
Язык: английский
Формат: epub
Размер: 77.6 MB

Solve design, planning, and control problems using modern machine learning and AI techniques. Optimization problems are everywhere in daily life. What’s the fastest route from one place to another? How do you calculate the optimal price for a product? How should you plant crops, allocate resources, and schedule surgeries? Optimization Algorithms introduces the AI algorithms that can solve these complex and poorly-structured problems. Inside you’ll find a wide range of optimization methods, from deterministic and stochastic derivative-free optimization to nature-inspired search algorithms and machine learning methods. Don’t worry—there’s no complex mathematical notation. You’ll learn through in-depth case studies that cut through academic complexity to demonstrate how each algorithm works in the real world.

Название: Learn Python GUI Programming: Unleash Your Python Prowess: The Ultimate Guide to GUI Development
Автор: Glоvеs Веrnаrd
Издательство: Independently published
Год: 2024
Страниц: 191
Язык: английский
Формат: pdf
Размер: 44.4 MB

Craft Captivating GUIs and Revolutionize Your Python Projects: Your Beginner's Guide. Imagine transforming raw Python code into visually stunning and user-friendly applications. With Learn Python GUI Programming, you'll unlock the power to bring your programming dreams to life! This book is your comprehensive guide to mastering the art of Graphical User Interface (GUI) development in Python. Even if you're a complete beginner, you'll be guided step-by-step through: GUI Programming Fundamentals: Grasp core concepts like widgets, layouts, and event handling, empowering you to build responsive and intuitive interfaces. Mastering Popular Libraries: Dive deep into industry-standard libraries like Tkinter, PyQt, and Kivy, allowing you to craft GUIs for various platforms and needs. Building Interactive Applications: From sleek desktop programs to data visualization tools, learn to design and implement real-world GUIs that solve problems and engage users. Unleash Your Creativity: Explore advanced techniques like custom layouts, styling, and animations to make your GUIs stand out from the crowd. The Future of Python GUIs: Gain insights into emerging trends and powerful frameworks like wxPython and PySimpleGUI, ensuring your skills stay ahead of the curve. Learning Python GUI Programming isn't just about creating interfaces; it's about empowering your Python expertise. Whether you're a student, developer, or hobbyist, this book equips you to transform your Python projects into user-friendly masterpieces.

Название: Python Asynchronous Web Development with asyncio: No more waiting screens or unresponsive interfaces! Write clean, maintainable code that prioritizes readability. Build Scalable Applications, conquer Starlette, Quart and more!
Автор: Каtiе Мilliе
Издательство: Independently published
Серия: Python Trailblazer’s Bible
Год: 2024
Страниц: 188
Язык: английский
Формат: pdf
Размер: 32.7 MB

Tired of Laggy Web Apps? Unleash Python's Asynchronous Power: Build Blazing-Fast, Engaging Experiences (Even if You're New!). In today's hyper-connected world, users demand instantaneous web experiences. But traditional web development often struggles to keep up, leaving users frustrated with slow loading times and unresponsive interfaces. There's a better way: Python Asynchronous Web Development with asyncio. This book is your launchpad to building the next generation of web applications. We'll equip you with the skills to master asyncio, a revolutionary library that lets your applications handle multiple user requests simultaneously. The result? Web applications that feel instant, even under heavy traffic. Effortless Responsiveness: Build applications that feel lightning-fast! No more waiting screens or unresponsive interfaces. Your users will be delighted with the instant experience, keeping them engaged and coming back for more. Unleash Python's True Potential: Combine the elegance of Python with the speed of asynchronous programming. Write clean, maintainable code that prioritizes readability while achieving unparalleled performance. Become an In-Demand Developer: Asynchronous programming is a highly sought-after skill in the ever-growing web development landscape. This book prepares you with the knowledge and experience to stand out from the crowd and land your dream job.

Название: Ethical Hacking with Python: Developing Cybersecurity Tools
Автор: Nаtе Рhоеtеаn
Издательство: Independently published
Год: 2024
Страниц: 432
Язык: английский
Формат: pdf
Размер: 38.5 MB

Dive into the world of cybersecurity with "Ethical Hacking with Python: Developing Cybersecurity Tools," a comprehensive guide designed to elevate your skills in protecting digital assets against ever-evolving threats. This book meticulously unfolds the landscape of ethical hacking and the pivotal role Python plays in it, offering a deep dive into the art and science of identifying vulnerabilities, exploiting them ethically, and securing systems more robustly. From setting up your own ethical hacking lab with Python to mastering network scanning, vulnerability assessment, exploitation techniques, and beyond, this guide leaves no stone unturned. Each chapter is crafted with detailed explanations, practical demonstrations, and real-world scenarios, ensuring you gain both the theoretical knowledge and hands-on experience needed to thrive in the complex realm of cybersecurity. Whether you're a cybersecurity professional seeking to deepen your expertise, a computer science student aiming to complement your education with practical skills, or a programming enthusiast curious about ethical hacking, this book is your gateway to advancing your capabilities. Embrace the opportunity to develop your own Python tools and scripts, and position yourself at the forefront of cybersecurity efforts in a world teeming with digital challenges.

Название: Methodologies, Frameworks, and Applications of Machine Learning
Автор: Рrаmоd Кumаr Srivаstаvа, Аshоk Кumаr Yаdаv
Издательство: IGI Global
Год: 2024
Страниц: 315
Язык: английский
Формат: pdf (true), epub
Размер: 36.4 MB

In the ever-evolving landscape of technology, Machine Learning stands as a beacon of innovation with the potential to reshape industries and redefine our daily lives. As editors of this comprehensive reference book, Methodologies, Frameworks, and Applications of Machine Learning, we are thrilled to present a compendium that encapsulates the essence of the latest advancements, theoretical foundations, and practical applications in the realm of Machine Learning. Technology is constantly evolving, and Machine Learning is positioned to become a pivotal tool with the power to transform industries and revolutionize everyday life. This book underscores the urgency of leveraging the latest Machine Learning methodologies and theoretical advancements, all while harnessing a wealth of realistic data and affordable computational resources. Machine Learning is no longer confined to theoretical domains; it is now a vital component in healthcare, manufacturing, education, finance, law enforcement, and marketing, ushering in an era of data-driven decision-making. The Chapter 2 focuses on practical implementations of Machine Learning projects using Scikit-learn and TensorFlow libraries in Python. Four distinct projects unfold, each addressing classification, regression, and image classification problems. The step-by-step walkthrough covers model evaluation using classical Machine Learning techniques and deep neural networks.

Название: Python All-in-One For Dummies, 3rd Edition
Автор: Jоhn Shоviс, Аlаn Simрsоn
Издательство: For Dummies
Год: 2024
Страниц: 704
Язык: английский
Формат: epub (true)
Размер: 38.2 MB

Everything you need to know to get into Python coding, with 7 books in one. Python All-in-One For Dummies is your one-stop source for answers to all your Python questions. From creating apps to building complex web sites to sorting big data, Python provides a way to get the work done. This book is great as a starting point for those new to coding, and it also makes a perfect reference for experienced coders looking for more than the basics. Apply your Python skills to data analysis, learn to write AI-assisted code using GitHub CoPilot, and discover many more exciting uses for this top programming language. This book is a reference manual to guide you through the process of learning Python and how to use it in modern computer applications, such as data science, artificial intelligence, physical computing, and robotics. If you're looking to learn a little about a lot of exciting things, this is the book for you. It gives you an introduction to the topics that you'll need to explore more deeply. Python All-in-One For Dummies, 3rd Edition guides you through the Python language and then takes you on a tour through some cool libraries and technologies (the Raspberry Pi, robotics, AI, Data Science, and more) that all revolve around the Python language. When you work on new projects and new technologies, Python is there with a diverse number of libraries just waiting for you to use.

Название: Python Asynchronous Programming for Beginners: Write Faster, More Responsive Python Applications! The Beginner's Guide to Async/Await! From Fundamentals to Real-world Applications
Автор: Каtiе Мilliе
Издательство: Independently published
Серия: Python Trailblazer’s Bible
Год: 2024
Страниц: 154
Язык: английский
Формат: pdf
Размер: 27.0 MB

Python Asyncio for Beginners: Conquer Responsiveness and Build Blazing-Fast Apps. Imagine a world where your Python applications respond instantly, handling multiple tasks with ease. No more sluggish interfaces or frustrated users. Python Asynchronous Programming for Beginners is your launchpad to this future. This book isn't a dusty textbook. It's your interactive coding buddy, designed specifically for beginners. Whether you're a complete novice or have some Python experience, we'll guide you from the ground up. You'll learn to master asynchronous programming, the secret weapon for building modern, lightning-fast Python applications. Solid Python Foundations: We'll ensure you have a strong grasp of Python basics like variables, data types, control flow, and functions before diving into asynchronous concepts. Demystifying Asynchronous Programming: Uncover the core principles of this powerful technique, including concurrency, non-blocking I/O, and event loops. Mastering asyncio: The asyncio library is your asynchronous programming toolkit. We'll guide you through its functionalities, from tasks and coroutines to managing asynchronous operations with ease. Conquering Async/Await Syntax: Learn how to write asynchronous code using the powerful async/await keywords. Chaining asynchronous calls and handling results will become second nature. Building Asynchronous Applications: The fun part! We'll guide you through building real-world applications, like making lightning-fast web requests or creating dynamic user experiences.

Название: Python Essentials For Dummies
Автор: Jоhn С. Shоviс, Аlаn Simрsоn
Издательство: For Dummies
Год: 2024
Страниц: 192
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

The no-nonsense way to get started coding in the Python programming language. Python Essentials For Dummies is a quick reference to all the core concepts in Python, the multifaceted general-purpose language used for everything from building websites to creating apps. This book gets right to the point, with no excess review, wordy explanations, or fluff, making it perfect as a desk reference on the job or as a brush-up as you expand your skills in related areas. Focusing on just the essential topics you need to know to brush up or level up your Python skill, this is the reliable little book you can always turn to for answers. Python is the number-one language because it’s easy to learn and use, due partly to its simplified syntax and natural-language flow but also to the amazing user community and the breadth of applications available. This book is a reference manual to guide you through the process of learning the essentials of Python. If you’re looking to learn a little about a lot of exciting things, this is the book for you. It gives you an introduction to the topics that you’ll need to explore more deeply. This is a hands-on book, with examples and code throughout. You’ll enter the code, run it, and then modify it to do what you want. In this book, we take you through the basics of the Python language in small, easy-to-understand steps.

Название: Python Programming: A Step-by-Step Guide to Learning the Language
Автор: С.К. Dhаliwаl, Рооnаm Rаnа, Т.Р.S. Вrаr
Издательство: CRC Press/Manakin Press
Год: 2025
Страниц: 248
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book explores Python's rich history, dynamic features, and its wide-ranging applications in web development, data science, and machine learning. From its installation process to interactive help, readers embark on a journey through Python's unique characteristics and its distinctions from other programming languages. It lays a solid foundation for beginners and seasoned programmers alike. Python is a high-level programming language that is popular for its readability, ease of use, and versatility. It is commonly used for web development, data analysis, and Artificial Intelligence (AI). Python has a simple and concise syntax, which makes it easy to read and write. Its code is easy to understand, even for beginners, and this simplicity is one of the reasons why Python has become so popular. Python is an interpreted language, which means that you don’t need to compile your code before running it. This makes it faster to develop and test code, as you can run it immediately and see the results. Python code can run on many different platforms, including Windows, Linux, and macOS. This is because Python code is interpreted, and the interpreter is available on all of these platforms. Python comes with a large and comprehensive standard library that provides many useful functions and modules for developers.