Название: Python for Beginners: Unraveling the Power of Python for Novice Coders (2023 Guide)
Автор: Маtthеw Nееl
Издательство: Reedsy
Год: October 19, 2023
Страниц: 137
Язык: английский
Формат: pdf, epub
Размер: 21.1 MB

"Python for Beginners" is a comprehensive and user-friendly guide designed for individuals venturing into the realm of programming for the first time. With its simple and intuitive approach, this book equips readers with the essential knowledge and practical skills needed to harness the full potential of Python. This book is intended for anyone who is interested in learning Python programming and coding from scratch. If you are already conversant in this language or another, you will learn some extremely interesting and significant information from this article that we are confident you were unaware of. Starting with an introductory chapter, you will learn about Python’s differences, benefits, and uses as well as some information about Machine Learning and Data Science. You will also learn how to install Python in accordance with your operating system in the subsequent chapters of this book, which will enable you to start out in the world of programming. All of the core components of Python, including data types, operators, control statements, loops, functions, modules, object-oriented programming (OOP), file management, and some other details, are listed after the introductory chapter.

Название: Data Science for Neuroimaging: An Introduction
Автор: Аriеl Rоkеm, Таl Yаrkоni
Издательство: Princeton University Press
Год: 2024
Страниц: 393
Язык: английский
Формат: pdf (true)
Размер: 12.6 MB

Data Science methods and tools―including programming, data management, visualization, and Machine Learning―and their application to neuroimaging research. As neuroimaging turns toward data-intensive discovery, researchers in the field must learn to access, manage, and analyze datasets at unprecedented scales. Concerns about reproducibility and increased rigor in reporting of scientific results also demand higher standards of computational practice. This book offers neuroimaging researchers an introduction to Data Science, presenting methods, tools, and approaches that facilitate automated, reproducible, and scalable analysis and understanding of data. Through guided, hands-on explorations of openly available neuroimaging datasets, the book explains such elements of Data Science as programming, data management, visualization, and Machine Learning, and describes their application to neuroimaging. Readers will come away with broadly relevant Data Science skills that they can easily translate to their own questions. Note that this book is not meant to be a general introduction to programming. We are going to spend some time introducing the reader to programming in the Python programming language (starting in chapter 5; we will also explain specifically why we chose the Python programming language for this book), but for a gentler introduction to programming, we will refer you to other resources. There are a few different Python software libraries that visualize data. We will start with a library called Matplotlib.

Название: Deep Learning for Natural Language Processing: A Gentle Introduction
Автор: Мihаi Surdеаnu, Маrсо Аntоniо Vаlеnzuеlа-Еsсаrсеgа
Издательство: Cambridge University Press
Год: 2024
Страниц: 345
Язык: английский
Формат: pdf (true)
Размер: 83.1 MB

Deep Learning is becoming increasingly important in a technology-dominated world. However, the building of computational models that accurately represent linguistic structures is complex, as it involves an in-depth knowledge of neural networks, and the understanding of advanced mathematical concepts such as calculus and statistics. This book makes these complexities accessible to those from a humanities and social sciences background, by providing a clear introduction to Deep Learning for Natural Language Processing (NLP). It covers both theoretical and practical aspects, and assumes minimal knowledge of Machine Learning, explaining the theory behind natural language in an easy-to-read way. It includes pseudo code for the simpler algorithms discussed, and actual Python code for the more complicated architectures, using modern Deep Learning libraries such as PyTorch and Hugging Face. Providing the necessary theoretical foundation and practical tools, this book will enable readers to immediately begin building real-world, practical natural language processing systems.

Название: Python Mastery: A Hands-On Guide from Hello World to Advanced Coding Techniques
Автор: Веn Маrriасhi
Издательство: Independently published
Год: 2024
Страниц: 215
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.3 MB

Python Mastery: From Novice to Coding Maestro. Are you an aspiring coder looking to unravel the mysteries of Python programming? Do you find yourself grappling with coding challenges and yearn for a guide that takes you from 'Hello World' to advanced coding techniques? Python has rapidly become one of the most popular and widely used programming languages over the past decade. Its simple syntax, vast standard library, and easy readability allow both beginners and experts alike to leverage its power for everything from basic scripting to advanced software applications. This comprehensive hands-on guide aims to take the reader from writing their very first "Hello World" program all the way to mastery of advanced Python coding techniques. We start from square one by helping you install Python and set up your programming environment. Before diving into code, you'll learn about basic concepts like variables, data types, conditional logic, and control flow - the building blocks of not just Python but all major programming languages. Building on these core principles, you'll start writing functions to organize your code into reusable blocks, using modules and packages to increase maintainability for larger programs. Manipulating data structures like lists, tuples, and dictionaries is a key skill in Python programming which this guide explores in-depth. You'll learn how to iterate through data efficiently with loops and comprehensions for power and performance. Working with text data and file I/O are also common tasks where Python excels, and full chapters are devoted to leveraging strings and text as well as reading and writing files while handling exceptions appropriately.

Название: The Official Raspberry Pi Beginner's Guide: How to use your new computer, 5th Edition
Автор: Gаrеth Наlfасrее
Издательство: Raspberry Pi Press
Год: October 2023
Страниц: 290
Язык: английский
Формат: pdf (true)
Размер: 44.8 MB

Raspberry Pi is a small, clever, British-built computer that's packed with potential. Made using a desktop-class, energy-efficient processor, Raspberry Pi is designed to help you learn coding, discover how computers work, and build your own amazing things. This book was written to show you just how easy it is to get started. Raspberry Pi is capable of doing all the things you’d expect from a computer — everything from browsing the internet and playing games, to watching movies and listening to music. But your Raspberry Pi is much more than a modern computer. With a Raspberry Pi you can get right into the heart of a computer. You get to set up your own operating system, and can connect wires and circuits directly to its GPIO pins. It was designed to teach young people how to program in languages like Scratch and Python, and all the major programming languages are included with the official operating system. With Raspberry Pi Pico, you can create unobtrusive, low-power projects that interact with the physical world. The world needs programmers more than ever, and Raspberry Pi has ignited a love of computer science and technology in a new generation.

Название: Analysis and Visualization of Discrete Data Using Neural Networks
Автор: Коji Коуаmаdа
Издательство: World Scientific Publishing
Год: 2024
Страниц: 230
Язык: английский
Формат: pdf (true)
Размер: 53.9 MB

This book serves as a comprehensive step-by-step guide on data analysis and statistical analysis. It covers fundamental operations in Excel, such as table components, formula bar, and ribbon, and introduces visualization techniques and PDE derivation using Excel. It also provides an overview of Google Colab, including code and text cells, and explores visualization and Deep Learning applications. Key features of the book include topics like statistical analysis, regression analysis, optimization, correlation analysis, and neural networks. It adopts a practical approach by providing examples and step-by-step instructions for learners to apply the techniques to real-world problems. The book also highlights the strengths and features of both Excel and Google Colab, allowing learners to leverage the capabilities of each platform. The clear explanations of concepts, visual aids, and code snippets aid comprehension help learners understand the principles of data analysis and statistical analysis. Overall, this book serves as a valuable resource for professionals, researchers, and students seeking to develop skills in data analysis, regression statistics, optimization, and advanced modeling techniques using Excel, Colab, and neural networks. Google Colaboratory (Colab for short) is a free cloud service provided by Google, where you can use the Jupyter notebook and Python to analyze data and build a model for Machine Learning.

Название: Exploring the Python Library Ecosystem: A Comprehensive Guide
Автор: Каmеrоn Нussаin, Frаhааn Нussаin
Издательство: Sonar Publishing
Год: November 8, 2023
Страниц: 321
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"Exploring the Python Library Ecosystem: A Comprehensive Guide" is your essential companion on a journey through the rich and diverse world of Python libraries. Whether you're a beginner looking to harness the power of Python for the first time or an experienced developer seeking to expand your toolkit, this comprehensive guide offers valuable insights and hands-on knowledge to help you make the most of Python's extensive library ecosystem. Inside this book, you'll delve into the heart of Python development, uncovering a vast array of libraries and modules that can streamline your projects, boost productivity, and supercharge your code. From data science and web development to software engineering and beyond, Python libraries play a pivotal role in nearly every aspect of modern programming. Python libraries are essential tools for developers and data scientists. They are collections of pre-written code that provide various functionalities, making it easier to perform common tasks in Python programming. These libraries save time and effort by allowing users to leverage existing code rather than starting from scratch.

Название: Computational Intelligence-based Optimization Algorithms: From Theory to Practice
Автор: Ваbаk Zоlghаdr-Аsli
Издательство: CRC Press
Год: 2024
Страниц: 357
Язык: английский
Формат: pdf (true)
Размер: 32.1 MB

Computational intelligence-based optimization methods, also known as metaheuristic optimization algorithms, are a popular topic in mathematical programming. These methods have bridged the gap between various approaches and created a new school of thought to solve real-world optimization problems. In this book, we have selected some of the most effective and renowned algorithms in the literature. These algorithms are not only practical but also provide thought-provoking theoretical ideas to help readers understand how they solve optimization problems. Each chapter includes a brief review of the algorithm’s background and the fields it has been used in. Additionally, Python code is provided for all algorithms at the end of each chapter, making this book a valuable resource for beginner and intermediate programmers looking to understand these algorithms.

Название: The Complete Python Coding Manual - 4th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 164
Язык: английский
Формат: pdf (true)
Размер: 45.7 MB

Unlock your imagination with Python... There are few coding languages that have enjoyed the success of Python. Thanks to Python’s unique development, everyone can learn the code that is: helping to drive such technological projects as the Large Hadron Collider, collating the petabytes of data that made up the first image of a Black Hole and creating the next generation of Artificial Intelligence. It doesn’t take long to get to grips with Python, but you need to start small. This guide will help you form the foundation of your Python coding future, from installing the language on to your computer, through to forming user interaction and complex variables. There’s so much you can do with Python and within these pages you’ll find everything you need to know to become a Python programmer, ready for the next level of advanced coding. You will find Python at the heart of some of the most interesting and cutting-edge technologies in the world. It’s the code that binds supercomputer algorithms together; it’s used in the space industry, and in science and engineering. AI, and the likes of Alexa and Siri, Cortana and the Google Assistant all utilise Python for their powerful voice recognition technology. It’s simply an amazing, versatile and incredible language to learn.

Название: Django Unleashed: Building Web Applications with Python's Framework
Автор: Frаhаn Нussаin, Каmеrоn Нussаin
Издательство: Sonar Publishing
Год: November 10, 2023
Страниц: 323
Язык: английский
Формат: pdf, azw3, epub (true), mobi
Размер: 10.1 MB

"Django Unleashed: Building Web Applications with Python's Framework" is your ultimate guide to mastering web development with Django, Python's powerful and versatile web framework. Whether you're an aspiring web developer or an experienced programmer looking to expand your skill set, this comprehensive book will take you from the fundamentals of Django to building advanced web applications with ease. With a focus on hands-on learning, this book provides you with a step-by-step approach to building web applications. You'll start by setting up your development environment and creating your first Django project. Django is a open-source web framework for building web applications rapidly. It follows the Python programming language and encourages the use of the Model-View-Controller (MVC) architectural pattern, known in Django as the Model-View-Template (MVT) pattern. Django aims to simplify the web development process by providing a robust set of tools and libraries that handle common web development tasks. It emphasizes reusability, modularity, and the “Don’t Repeat Yourself” (DRY) principle. Developers can focus on writing their application’s business logic while Django takes care of much of the underlying infrastructure.