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From Concepts to Code: Introduction to Data Science

Автор: Limpopo5 от Вчера, 01:31
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From Concepts to Code: Introduction to Data ScienceНазвание: From Concepts to Code: Introduction to Data Science
Автор: Аdаm Р. Таshmаn
Издательство: CRC Press
Год: 2024
Страниц: 386
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB

The breadth of problems that can be solved with Data Science is astonishing, and this book provides the required tools and skills fot a broad audience. The reader takes a journey into the forms, uses, and abuses of data and models, and learns how to critically examine each step. Python coding and data analysis skills are built from the ground up, with no prior coding experience assumed. The necessary background in Computer Science, mathematics, and statistics is provided in an approachable manner. This text uses Python because it is one of the most popular languages for Data Science, it supports the tasks we need to accomplish, and it is relatively easy to learn. It will teach Python by diving into problems with data and solving challenges. It will not methodically catalog what each operator does, what each control structure looks like, and so forth. There are excellent references for learning in this way, with suggestions given later. Finally, the book includes many exercises across different topics, with the hope that they are interesting and motivating. Each step of the Machine Learning lifecycle is discussed, from business objective planning to monitoring a model in production. This end-to-end approach supplies the broad view necessary to sidestep many of the pitfalls that can sink a Data Science project.

Essential Programming for the Technical Artist

Автор: Limpopo5 от 2024-03-26, 18:11:40
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Essential Programming for the Technical ArtistНазвание: Essential Programming for the Technical Artist
Автор: Сhris Rоdа
Издательство: CRC Press
Год: 2024
Страниц: 521
Язык: английский
Формат: pdf (true)
Размер: 76.3 MB

This book is based on a successful curriculum designed to elevate technical artists with no programming experience up to essential programming competency as quickly as possible. Instead of abstract, theoretical problems, the curriculum employs familiar applications encountered in real production environments to demonstrate each lesson. Written with artists in mind, this book introduces novice programmers to the advantageous world of Python programming with relevant and familiar examples. Any digital artists (not just technical artists) will find this book helpful in assisting with day-to-day production activities. Concentrating upon subjects relevant to the creation of computer graphic assets, this book introduces Python basics, functions, data types, object-oriented programming, exception handling, file processing, graphical user interface creation, PEP 8 standards, and regular expressions. Programming within the SideFX Houdini 3D animation software provides a familiar environment for artists to create and experiment with the covered Python topics.

Pythonic Quant: A Comprehensive Guide to Python in Finance

Автор: Limpopo5 от 2024-03-26, 15:57:28
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Pythonic Quant: A Comprehensive Guide to Python in FinanceНазвание: Pythonic Quant: A Comprehensive Guide to Python in Finance
Автор: Науdеn Vаn Dеr Роst
Издательство: Reactive Publishing
Год: 2024
Страниц: 586
Язык: английский
Формат: pdf
Размер: 27.6 MB

Dive into the heart of quantitative finance with 'Pythonic Quant,' your definitive guide to mastering the fusion of Python programming and financial analysis. This book is designed for finance professionals, investors, and economists who have a foundational grasp of Python and are eager to elevate their expertise to new heights. In a world where market complexities surge and the call for innovative financial strategies grows louder, 'Pythonic Quant' emerges as a crucial resource. It moves beyond introductory concepts to explore the sophisticated techniques that marry theory with practical application, steering you through the advanced realms of quantitative finance with ease and precision. Targeted at a discerning audience, 'Pythonic Quant' is not just a book—it's an advancement toolkit for financial analysts, risk management experts, quantitative traders, and anyone involved in crafting cutting-edge investment strategies. With content that spans from refreshing Python basics specifically for finance to unveiling the latest in Machine Learning algorithms, sophisticated mathematical models, and beyond, this book is a treasure trove of knowledge for the year 2024 and onward.

Python Mastery: A Comprehensive Guide from Novice to Expert

Автор: Limpopo5 от 2024-03-26, 15:05:00
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Python Mastery: A Comprehensive Guide from Novice to ExpertНазвание: Python Mastery: A Comprehensive Guide from Novice to Expert
Автор: Неshаm Моhаmеd Еlshеrif
Издательство: Eldonusa Publishing
Год: 2024
Страниц: 392
Язык: английский
Формат: pdf
Размер: 39.7 MB

Welcome to Python Mastery: A Comprehensive Guide from Novice to Expert. Whether you're completely new to programming or seeking to expand your skills in one of the most powerful and versatile languages of our time, this book is crafted to be your trusted companion on your journey to mastering Python. Python has garnered immense popularity for its simplicity, readability, and wide range of applications. From web development to Data Science, Artificial Intelligence to automation, Python serves as a cornerstone in the toolkit of modern-day programmers. Its vibrant community, rich ecosystem of libraries, and intuitive syntax make it an ideal choice for both beginners and seasoned developers alike. In this book, we will start from the very basics of Python programming, guiding you through fundamental concepts and gradually delving into more advanced topics. Each chapter is meticulously designed to build upon the previous one, ensuring a smooth and structured learning experience. Throughout this journey, you'll learn not only how to write code but also how to think like a Python programmer. From understanding the core principles of programming to applying advanced techniques in real-world scenarios, you'll gain the confidence and skills needed to tackle any programming challenge with ease.

The Complete Python Coding Manual - 21th Edition, 2024

Автор: Limpopo5 от 2024-03-26, 04:05:08
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The Complete Python Coding Manual - 21th Edition, 2024Название: The Complete Python Coding Manual - 21th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 164
Язык: английский
Формат: pdf
Размер: 75.7 MB

Немногие языки программирования добились такого успеха, как Python, и благодаря его уникальному развитию каждый может научиться кодировать такие технические проекты, как Большой адронный коллайдер, сбор данных петабайтного масштаба, позволивший получить первые изображения черных дыр, или создание следующего поколения искусственного интеллекта. Выучить Python может каждый: освоение не займет много времени, но начинать нужно с малого. Это руководство поможет вам заложить основу для будущего кодинга на Python, начиная с установки языка на компьютер и заканчивая созданием пользовательских взаимодействий и сложных переменных. На этих страницах вы найдете все, что нужно, чтобы стать программистом на Python и перейти на новый уровень. Если вы хотите продвинуться по карьерной лестнице, изучая Python, или просто развлечься и открыть для себя что-то новое, наши пошаговые руководства и пособия дадут вам необходимые знания.

A Tutorial on Python for Finance

Автор: Limpopo5 от 2024-03-24, 18:32:59
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A Tutorial on Python for FinanceНазвание: A Tutorial on Python for Finance
Автор: Моhаmmаd Кhаnаlizаdеh
Издательство: Independently published
Год: 2024
Страниц: 262
Язык: английский
Формат: pdf
Размер: 19.1 MB

This book includes Python techniques for Data Science and finance. It explains matterials needed for financial analysis in a way that saves your time during learning, and drops unnecessary contents to make you focused on the topic.

Data Universe: Organizational Insights with Python: Embracing Data Driven Decision Making

Автор: Limpopo5 от 2024-03-23, 18:43:13
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Data Universe: Organizational Insights with Python: Embracing Data Driven Decision MakingНазвание: Data Universe: Organizational Insights with Python: Embracing Data Driven Decision Making
Автор: Науdеn Vаn Dеr Роst
Издательство: Reactive Publishing
Год: 2024
Страниц: 416
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Unlock the Power of Python to Transform Your Organization with "Data Universe: Organizational Insights with Python". In the rapidly evolving digital landscape, data is the new currency. Mastering it means unlocking endless opportunities for growth, innovation, and efficiency. "Data Universe: Organizational Insights with Python" by Hayden Van Der Post is your comprehensive guide to harnessing the full potential of Python for data-driven decision-making and organizational transformation. Python, with its simplicity and powerful libraries, has become synonymous with the data-driven transformation. Libraries such as Pandas for data manipulation, NumPy for numerical data processing, and Matplotlib for data visualization, among others, have equipped data scientists and analysts with the tools to perform complex analyses with relative ease. Python’s role in this paradigm shift cannot be overstated; it's the lingua franca of Data Science, enabling the translation of data into a narrative that informs decision-making processes. Python, with its extensive ecosystem of data analytics libraries such as Pandas, Scikit-learn, and TensorFlow, serves as a powerful tool in the DDDM process. These libraries simplify the tasks of data manipulation, analysis, and Machine Learning, making Python an indispensable asset in translating complex datasets into meaningful insights.

Stock Trading with Python: Strategies to build & Profit from Algorithmic Trading Programs

Автор: Limpopo5 от 2024-03-21, 16:15:14
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Stock Trading with Python: Strategies to build & Profit from Algorithmic Trading ProgramsНазвание: Stock Trading with Python: Strategies to build & Profit from Algorithmic Trading Programs
Автор: Науdеn Vаn Dеr Роst
Издательство: Reactive Publishing
Год: 2024
Страниц: 643
Язык: английский
Формат: pdf
Размер: 33.8 MB

In "Stock Trading with Python," embark on a journey into the world of algorithmic trading and discover how Python can revolutionize your approach to the stock market. This comprehensive guide combines theoretical knowledge with practical applications, empowering both beginners and seasoned traders to harness the power of automation and data analysis. Dive deep into the Python programming language and unlock its potential for trading automation. Learn to leverage libraries like Pandas, NumPy, and Matplotlib to analyze market data, implement trading strategies, and visualize results with ease. Explore a diverse range of proven trading strategies, from simple moving averages to advanced Machine Learning algorithms. Each strategy is explained in detail, with step-by-step instructions and code examples for implementation. "Stock Trading with Python" is your definitive guide to navigating the complexities of the stock market with confidence and proficiency. Whether you're a novice trader seeking to automate your strategies or an experienced investor looking to enhance your skills, this book equips you with the knowledge and tools needed to succeed in today's ever-evolving financial landscape. Unlock the potential of Python and transform your approach to stock trading today!

Python Programming in Context, 4th Edition

Автор: Limpopo5 от 2024-03-21, 03:29:05
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Python Programming in Context, 4th EditionНазвание: Python Programming in Context, 4th Edition
Автор: Juliе Аndеrsоn, Jоn Аndеrsоn
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.

Quantitative Python: Unlocking Data's Potential with Precision: A Comprehensive guide to Python in Finance

Автор: Limpopo5 от 2024-03-20, 15:36:16
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Quantitative Python: Unlocking Data's Potential with Precision: A Comprehensive guide to Python in FinanceНазвание: Quantitative Python: Unlocking Data's Potential with Precision: A Comprehensive guide to Python in Finance
Автор: Науdеn Vаn Dеr Роst
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.

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