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Mastering Time Series Analysis and Forecasting with Python

Автор: Limpopo5 от Сегодня, 05:45
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Mastering Time Series Analysis and Forecasting with PythonНазвание: Mastering Time Series Analysis and Forecasting with Python: Bridging Theory and Practice Through Insights, Techniques, and Tools for Effective Time Series Analysis in Python
Автор: Sulеkhа Аlооrrаvi
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 310
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Decode the language of time with Python. Discover powerful techniques to analyze, forecast, and innovate. "Mastering Time Series Analysis and Forecasting with Python" is an essential handbook tailored for those seeking to harness the power of time series data in their work. The book begins with foundational concepts and seamlessly guides readers through Python libraries such as Pandas, NumPy, and Plotly for effective data manipulation, visualization, and exploration. Offering pragmatic insights, it enables adept visualization, pattern recognition, and anomaly detection. Advanced discussions cover feature engineering and a spectrum of forecasting methodologies, including Machine Learning and Deep Learning techniques such as ARIMA, LSTM, and CNN. Additionally, the book covers multivariate and multiple time series forecasting, providing readers with a comprehensive understanding of advanced modeling techniques and their applications across diverse domains.

Enabling Microservice Success: Managing Technical, Organizational, and Cultural Challenges (Final)

Автор: Limpopo5 от Вчера, 21:01
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Enabling Microservice Success: Managing Technical, Organizational, and Cultural Challenges (Final)Название: Enabling Microservice Success: Managing Technical, Organizational, and Cultural Challenges (Final)
Автор: Sаrаh Wеlls
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 300
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Microservices can be a very effective approach for delivering value to your organization and to your customers. If you get them right, microservices help you to move fast by making changes to small parts of your system hundreds of times a day. But if you get them wrong, microservices will just make everything more complicated. In this book, technical engineering leader Sarah Wells provides practical, in-depth advice for moving to microservices. Microservices are simple in concept, but the devil is in the details. There are so many aspects to getting the most out of this style of architecture, while also dealing with the complexity it brings. The problem is, getting the most out of microservices often is about nuance. The development of any software-based system requires people and technology coming together, and with microservices the people and organizational aspects are often greatly overlooked. People assume the answer must be a new programming language, more Kubernetes clusters, or perhaps a new vendor. But this approach results in an orgy of technological overload that ends up looking at less than half of the story.

Web API Cookbook: Level Up Your JavaScript Applications

Автор: Limpopo5 от Вчера, 20:34
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Web API Cookbook: Level Up Your JavaScript ApplicationsНазвание: Web API Cookbook: Level Up Your javascript Applications
Автор: Jое Аttаrdi
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 278
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

javascript gives web developers great power to create rich interactive browser experiences, and much of that power is provided by the browser itself. Modern web APIs enable web-based applications to come to life like never before, supporting actions that once required browser plug-ins. Some are still in an experimental stage, but many are ready for use today. With this hands-on cookbook, author Joe Attardi helps you explore the powerful APIs available in modern browsers and guides you through the specific tasks that they unlock. Because these features are web standards, there is comprehensive documentation available from trusted resources such as MDN Web Docs. The knowledge you'll gain is transferable across different companies and projects. A Web API is a series of global objects and functions exposed by the browser. Your javascript code can use these to interact with the Document Object Model (DOM), perform network communication, integrate with native device features, and much more. This book is intended for software developers with some experience with javascript who want to get the most out of the web platform. It assumes that you have a good knowledge of the javascript language itself: syntax, language features, and standard library functions.

From Concepts to Code: Introduction to Data Science

Автор: Limpopo5 от 2024-03-27, 01:31:53
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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.

Git Mastery: Accelerated Crash Course

Автор: Limpopo5 от 2024-03-26, 14:09:50
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Git Mastery: Accelerated Crash CourseНазвание: Git Mastery: Accelerated Crash Course: Master Git and GitHub Essentials Through a Comprehensive, Beginner-Friendly Bootcamp
Автор: R. Раrvin
Издательство: Independently published
Год: 2024
Страниц: 124
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Git Mastery: Accelerated Crash Course offers a complete, beginner-friendly bootcamp designed to teach you everything you need to know about Git and GitHub. Whether you’re just starting out or looking to refine your skills, this book covers the foundational principles, advanced techniques, and everything in between to make you proficient in Git. With “Git Mastery: Accelerated Crash Course,” you’ll gain the knowledge and confidence to master Git and GitHub essentials through a comprehensive, beginner-friendly approach. This book is more than just a guide; it’s your bootcamp to becoming proficient in Git, enhancing your coding projects, and collaborating more effectively. Whether you’re a student, a professional looking to refine your skills, or a hobbyist eager to learn about version control, this book is designed to propel you towards Git mastery. Start your journey today and unlock the full potential of Git and GitHub with “Git Mastery: Accelerated Crash Course.”

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.

Spring Boot 3 Recipes: A Problem-Solution Approach for Java Microservices and Cloud-Native Applications

Автор: Limpopo5 от 2024-03-25, 16:52:37
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Spring Boot 3 Recipes: A Problem-Solution Approach for Java Microservices and Cloud-Native ApplicationsНазвание: Spring Boot 3 Recipes: A Problem-Solution Approach for Java Microservices and Cloud-Native Applications, Second Edition
Автор: Маrtеn Dеinum
Издательство: Apress
Год: 2024
Страниц: 486
Язык: английский
Формат: pdf, epub
Размер: 17.3 MB

Solve all your Spring Boot 3 micro-framework problems using complete, real-world Java-based code snippets and examples inspired by various problems and corresponding solutions to those problems . When you start a new project, you’ll be able to copy the code and configuration files from this book, and then modify them for your own specific software programming needs. This can save you a great deal of work over creating a project from scratch. Spring Boot 3 Recipes has been revised to include new features like the new Spring Native, newly repackaged Spring Data, Spring Kafka for messaging and more on Kubernetes/deployment than in the previous edition. It includes Java 17 long term support code and Jakarta EE 9+ code as a base for Spring Boot 3. This handy code reference takes advantage of these things as it introduces you to VMWare's Spring Boot 3 and Spring Native. Quickly, it dives into code snippets on how to apply and integrate SpringBoot 3 with the Spring MVC web framework, web sockets and WebFlux for the rapid development of web applications, web services, microservices and more. This book is for experienced Java and Spring software programmers, developers.

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