Название: Python for Data Analysis: Unlocking Insights and Driving Innovation with Powerful Data Techniques. 2 in 1 Guide
Автор: Вriаn Раul
Издательство: Independently published
Год: 2024
Страниц: 275
Язык: английский
Формат: pdf
Размер: 33.0 MB

In the age of information, the ability to extract meaningful insights from data is a superpower. "Python for Data Analysis" is your comprehensive 2 in 1 guide to harnessing the power of Python, one of the most versatile programming languages, to analyze data, uncover hidden patterns, and make data-driven decisions. Whether you're a beginner stepping into the world of data analysis or a seasoned analyst looking to refine your skills with Python, this book offers a clear, practical approach to data analysis techniques and practices. Dive into the essentials of Python for data analysis, starting with the basics of Python programming. Quickly move beyond the fundamentals to explore the rich ecosystem of data-centric Python libraries, including NumPy for numerical data processing, pandas for data manipulation, Matplotlib and Seaborn for data visualization, and many more. Through hands-on examples and real-world applications, you'll learn how to effectively manage and analyze data, perform exploratory data analysis, and visualize data patterns and relationships.

Название: Econometric Python: Harnessing Data Science for Economic Analysis: The Science of Pythonomics in 2024
Автор: Науdеn Vаn Dеr Роst, Jоhаnn Strаuss
Издательство: Reactive Publishing
Год: 2024
Страниц: 416
Язык: английский
Формат: pdf
Размер: 30.3 MB

In the rapidly evolving landscape of economics, "Econometric Python" emerges as a groundbreaking guide, perfectly blending the intricate world of econometrics with the dynamic capabilities of Python. This book is crafted for economists, data scientists, researchers, and students who aspire to revolutionize their approach to economic data analysis. At its center, "Econometric Python" serves as a beacon for those navigating the complexities of econometric models, offering a unique perspective on applying Python's powerful data science tools in economic research. The book starts with a fundamental introduction to Python, focusing on aspects most relevant to econometric analysis. This makes it an invaluable resource for both Python novices and seasoned programmers. As the narrative unfolds, readers are led through a series of progressively complex econometric techniques, all demonstrated with Python's state-of-the-art libraries such as Pandas, NumPy, and statsmodels. Each chapter is meticulously designed to balance theory and practice, providing in-depth explanations of econometric concepts, followed by practical coding examples.

Название: Python for Absolute Beginners: The Ultimate Beginner's Guide to Learn Python Programming with Extensive Coverage on Data Science and Web Programming
Автор: Воnа Аkubuе
Издательство: NanoEdge International Ltd
Год: 2024
Страниц: 453
Язык: английский
Формат: pdf
Размер: 32.3 MB

If you are fortunate enough to have this book as your first Python book, then this is likely the only book you will ever need to master programming in Python. It is a three-in-one book. The first part of the book is dedicated to introducing you to the fundamentals of Python programming. The second part of the book is on data science with Python using Numpy, Pandas, and visualizations using Matplotlib. The third part is on web programming with Python using the Django web framework. Normally, these would have been three books. I wanted to give you a book that will equip you with the fundamentals and the frameworks to go into data science and web development using Python. Also, I wanted to give you an opportunity to determine which career path is best for you. All these without being unnecessarily bulky or too simplified and leaving important details out. Whether you want to pursue a career in data science or web programming, this book has you covered. This is not just a regular Python book, but a practical manual. It is more of a personal tutor with numerous hand-on practice exercises to hone your programming skills.

Название: Software Design by Example: A Tool-Based Introduction with Python
Автор: Grеg Wilsоn
Издательство: CRC Press
Год: 2024
Страниц: 343
Язык: английский
Формат: pdf (true)
Размер: 12.4 MB

The best way to learn design in any field is to study examples, and some of the best examples of software design come from the tools programmers use in their own work. Software Design by Example: A Tool-Based Introduction with Python therefore builds small versions of the things programmers use in order to demystify them and give some insights into how experienced programmers think. From a file backup system and a testing framework to a regular expression matcher, a browser layout engine, and a very small compiler, we explore common design patterns, show how making code easier to test also makes it easier to reuse, and help readers understand how debuggers, profilers, package managers, and version control systems work so that they can use them more effectively.

This material can be used for self-paced study, in an undergraduate course on software design, or as the core of an intensive weeklong workshop for working programmers. Each chapter has a set of exercises ranging in size and difficulty from half a dozen lines to a full day’s work. Readers should be familiar with the basics of modern Python, but the more advanced features of the language are explained and illustrated as they are introduced.

Название: Grokking Algorithms, 2nd Edition (Final Release)
Автор: Аditуа Вhаrgаvа
Издательство: Manning Publications
Год: 2024
Страниц: 322
Язык: английский
Формат: pdf (true)
Размер: 41.6 MB

A friendly, fully-illustrated introduction to the most important computer programming algorithms. Master the most widely used algorithms and be fully prepared when you’re asked about them at your next job interview. With beautifully simple explanations, over 400 fun illustrations, and dozens of relevant examples, you’ll actually enjoy learning about algorithms with this fun and friendly guide! The first edition of Grokking Algorithms proved to over 100,000 readers that learning algorithms doesn't have to be complicated or boring! This revised second edition contains brand new coverage of trees, including binary search trees, balanced trees, B-trees and more. You’ll also discover fresh insights on data structure performance that takes account of modern CPUs. Plus, the book’s fully annotated code samples have been updated to Python 3. This book is aimed at anyone who knows the basics of coding and wants to understand algorithms. Maybe you already have a coding problem and are trying to find an algorithmic solution. Or maybe you want to understand what algorithms are useful for.

Название: Python Toolbox: 100 Scripts for Developers: Enhance Your Development Skills with Ready-to-Use Python Scripts
Автор: Sеrhаn Sаri
Издательство: Reedsy
Год: November 10, 2023
Страниц: 202
Язык: английский
Формат: epub
Размер: 18.1 MB

Dive into the expansive world of Python programming with 'Python Toolbox: 100 Scripts for Developers.' This comprehensive collection offers a diverse array of scripts crafted to streamline and empower your development journey. From simplifying repetitive tasks to tackling complex algorithms, these meticulously curated scripts serve as building blocks for diverse projects and applications. Discover a wealth of tools meticulously crafted to expedite your coding process, amplifying efficiency and productivity. Each script is expertly annotated and designed for developers of varying skill levels, offering practical solutions to real-world challenges. Whether you're a seasoned programmer seeking to optimize workflows or a newcomer eager to accelerate your learning, this toolbox of scripts acts as your guide, providing insights and solutions that propel your Python skills to new heights. Empower your coding arsenal with 'Python Toolbox: 100 Scripts for Developers and unlock the potential to create, innovate, and revolutionize your programming endeavors.

Название: MicroPython for the Internet of Things: A Beginner’s Guide to Programming with Python on Microcontrollers, 2nd Edition
Автор: Chаrlеs Bеll
Издательство: Apress
Год: 2024
Страниц: 578
Язык: английский
Формат: pdf (true), epub
Размер: 26.0 MB

This book will help you quickly learn to program for microcontrollers and IoT devices without a lot of study and expense. MicroPython and controllers that support it eliminate the need for programming in a C-like language, making the creation of IoT applications and devices easier and more accessible than ever. MicroPython for the Internet of Things is ideal for readers new to electronics and the world of IoT. Specific examples are provided covering a range of supported devices, sensors, and MicroPython boards such as the Raspberry Pi Pico and the Arduino Nano Connect RP2040 board. Programming for microcontrollers has never been easier. The book takes a practical and hands-on approach without a lot of detours into the depths of theory. It’ll show you a faster and easier way to program microcontrollers and IoT devices, teach you MicroPython, a variant of one of the most widely used scripting languages, and is written to be accessible to those new to electronics. After completing this book, and its fun example projects, you’ll be ready to ready to use MicroPython to develop your own IoT applications.

Название: Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem
Автор: Аlех Кhаng, Vugаr Аbdullауеv, Оlеnа Нrуbiuk
Издательство: CRC Press
Год: 2024
Страниц: 458
Язык: английский
Формат: pdf (true)
Размер: 19.2 MB

This book examines computer vision and IoT-integrated technologies used by medical professionals in decision-making, for sustainable development in a healthcare ecosystem, and to better serve patients and stakeholders. It looks at the methodologies, technologies, models, frameworks, and practices necessary to resolve the challenging issues associated with leveraging the emerging technologies driving the medical field. The chapters discuss machine vision, AI-driven computer vision, Machine Learning, Deep Learning, AI-integrated IoT technology, Data Science, blockchain, AR/VR technology, cloud data, and cybersecurity techniques in designing and implementing a smart healthcare infrastructure in the era of the Industrial Revolution 4.0. Techniques are applied to the detection, diagnosis, and monitoring of a wide range of health issues. Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem targets a mixed audience of students, engineers, researchers, academics, and professionals who are researching and working in the field of medical and healthcare industries from different environments and countries.

Название: Prototyping Python Dashboards for Scientists and Engineers: Build and Deploy a Complete Dashboard with Python
Автор: Раdrаig Ноulаhаn
Издательство: Apress
Год: 2024
Страниц: 220
Язык: английский
Формат: pdf, epub
Размер: 16.1 MB

Create interactive and data-driven dashboards using Python. This hands-on guide is a practical resource for those (with modest programming skills) in scientific and engineering fields looking to leverage Python's power for data visualization and analysis in a user-friendly dashboard format. You’ll begin by gaining a fundamental understanding of Python programming, including data types, lists, dictionaries, and data structures. The book then delves into the world of reactive programming with Plotly and Dash, offering a hands-on approach to building interactive web-based dashboards. Next, you’ll see how to work with online data, how to scrape and clean datasets, and keep files up-to-date. The book also guides you through planning a dashboard prototype, outlining project tasks, trends, forecasts, spectra, and other design considerations. It concludes with a discussion of how the dashboard can be used for data visualization of real data, explaining the usefulness of tools such as spectra. For scientists, engineers, students, programmers, and data enthusiasts who aspire to harness Python's potential for data visualization and analysis through the creation of interactive dashboards.

Название: Learn Autonomous Programming with Python: Utilize Python's capabilities in Artificial Intelligence, Machine Learning, Deep Learning and robotic process automation
Автор: Vаrun Р Divаdkаr
Издательство: BPB Publications
Год: 2024
Страниц: 324
Язык: английский
Формат: epub (true)
Размер: 26.6 MB

Unleash the hidden potential of Python to emerge as a change maker of contemporary industry. The current industry (also called Industry 4.0) has witnessed an unprecedented expansion of technology in a short span of time, owing to an exponential increase in computational power coupled with internet technology. Consequently, domains like artificial intelligence, machine learning, deep learning and robotic process automation have gained prominence and become the backbone of organizations, making it inevitable for professionals to upgrade their skills in these domains. Orchestrate your work with AI and ML. Learn RPA's power, conduct web symphonies, utilize spreadsheets, and automate emails. You can also extract data from PDFs and images, choreograph applications, and play with Deep Learning. Design workflows, create hyperautomation finales, and combine Python with UiPath. You can further build a solid stage for your projects with PyScript, and continue with test automation. This book is specifically meant for students and professionals who have prior working knowledge of Python from a basic to intermediate level and would want to expand their horizon of Python programming.