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 Название: Mastering Pandas: A Comprehensive Guide to Data Analysis in Python
Автор: Muslum Yildiz
Издательство: Independently published
Год: November 12, 2024
Страниц: 490
Язык: английский
Формат: epub
Размер: 29.0 MB
Welcome to Mastering Pandas: A Comprehensive Guide to Data Analysis in Python, a journey into the heart of modern data science. This book is not just a guide; it’s your gateway to the world of data exploration, where powerful insights lie hidden within raw numbers and text. Here, Pandas transforms data analysis from a challenging task into an enlightening experience, empowering you to harness the power of data like never before. In an era where data drives everything from business decisions to scientific breakthroughs, Pandas emerges as the tool that makes sense of complexity. Imagine being able to swiftly shape vast datasets, uncover meaningful patterns, and generate insights with the ease and precision that Pandas provides. Whether you’re preparing data, conducting advanced analyses, or exploring time-based trends, Pandas becomes your trusted partner in transforming data into knowledge. By the end of this journey, Pandas will be more than a library in Python; it will be an essential part of your toolkit for understanding and unlocking the value of data. | |
Разместил: Ingvar16 19-05-2025, 19:11 | Комментарии: 0 | Подробнее
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 Название: Ultimate Rust for Systems Programming: Master Core Programming for Architecting Secure and Reliable Software Systems with Rust and WebAssembly
Автор: Mahmoud Harmouch
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 740
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 18.3 MB
Building Tomorrow's Systems Today the Rust Way. This book is your guide to mastering Rust programming, equipping you with essential skills and insights for efficient system programming. It starts by introducing Rust's significance in the system programming domain and highlighting its advantages over traditional languages like C/C++. You'll then embark on a practical journey, setting up Rust on various platforms and configuring the development environment. From writing your first "Hello, World!" program to harness the power of Rust's package manager, Cargo, the book ensures a smooth initiation into the language. Delving deeper, the book covers foundational concepts, including variables, data types, control flow, functions, closures, and crucial memory management aspects like ownership, borrowing, and lifetimes. Special attention is given to Rust's strict memory safety guarantees, guiding you in writing secure code with the assistance of the borrow checker. By the end of this journey, you'll have a solid understanding of Rust and how it can be applied in system programming, making you well-equipped for real-world applications. | |
Разместил: Ingvar16 19-05-2025, 17:33 | Комментарии: 0 | Подробнее
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 Название: Python for Data Analysis: A Beginner's Guide to Data Science
Автор: Aniket Jain
Издательство: Independently published
Год: 2025
Страниц: 180
Язык: английский
Формат: pdf, epub
Размер: 10.7 MB
Unlock the power of Python for data analysis with "Python for Data Analysis: A Beginner's Guide to Data Science". This comprehensive guide is designed for beginners who want to master the art of analyzing data using Python, one of the most popular programming languages in the world. Whether you're a student, a professional, or someone looking to break into the field of data science, this book will equip you with the essential skills to transform raw data into actionable insights. Starting with the basics, you'll learn how to set up your Python environment, work with essential libraries like NumPy, Pandas, Matplotlib, Seaborn, and SciPy, and perform data manipulation and cleaning. As you progress, you'll dive into exploratory data analysis (EDA), data visualization, and machine learning, gaining hands-on experience with real-world datasets and case studies. The book also covers advanced topics such as time series analysis, web scraping, SQL integration, and automating data workflows, ensuring you have a well-rounded understanding of Python's capabilities for data analysis. | |
Разместил: Ingvar16 19-05-2025, 17:00 | Комментарии: 0 | Подробнее
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 Название: Fundamentals of Python Data Engineering: Architecting Resilient Data Systems For The Enterprise
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1835
Язык: английский
Формат: epub (true)
Размер: 16.1 MB
"Fundamentals of Python Data Engineering: Architecting Resilient Data Systems for the Enterprise" is a comprehensive guide for data professionals looking to master Python-based data engineering. This book bridges theoretical concepts with practical implementation, covering the complete data engineering lifecycle from source systems to data serving. Readers will learn how to design scalable architectures, implement robust data pipelines, and build enterprise-grade data systems using Python's powerful ecosystem. The book explores essential topics including data storage solutions, transformation techniques, orchestration frameworks, and security best practices. It provides hands-on examples for working with various data sources, implementing ETL/ELT processes, and creating production-ready data systems. By the end of this book, readers will have gained the knowledge and skills to architect, build, and maintain resilient Python-based data systems that can handle enterprise-scale challenges while meeting business requirements. | |
Разместил: Ingvar16 19-05-2025, 15:53 | Комментарии: 0 | Подробнее
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 Название: R for Data Analysis: A Beginner's Guide to Statistical Modeling and Visualization
Автор: Aniket Jain
Издательство: Independently published
Год: 2025
Страниц: 168
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Unlock the power of R for data analysis with R for Data Analysis: A Beginner's Guide to Statistical Modeling and Visualization. This comprehensive guide is designed for beginners and aspiring data scientists who want to master data analysis with R, one of the most powerful and widely used programming languages for statistical computing and visualization. Whether you're a student, researcher, or professional, this book will equip you with essential skills to clean, manipulate, visualize, and model data effectively. With a hands-on approach, you’ll learn how to transform raw datasets into meaningful insights using R programming for Data Science. By the end of this book, you’ll have the confidence to analyze complex datasets, create compelling visualizations, and apply statistical modeling techniques in real-world scenarios. Whether you're working on data analytics with R for business, research, or personal projects, this guide is your ultimate companion to R programming for data analysis. | |
Разместил: Ingvar16 19-05-2025, 06:26 | Комментарии: 0 | Подробнее
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 Название: Ollama Crash Course: Build Local LLM powered Apps
Автор: Greg Lim
Издательство: Independently published
Год: 2025
Страниц: 103
Язык: английский
Формат: epub
Размер: 12.1 MB
In this book, we take you on a fun, hands-on and pragmatic journey to learning Ollama. You'll start building your first Ollama app within minutes. Every chapter is written in a bite-sized manner and straight to the point as I don’t want to waste your time (and most certainly mine) on the content you don't need. Ollama is an open source tool that simplifies running large language models locally on your personal computer. In this book, you'll learn how to set up and use Ollama. This hands-on book covers pulling and customizing models, REST APIs, Python integrations, and real-world AI-based projects like a Travel Packing List Organizer and a RAG system. We will see how to leverage Ollama and its many models so that you can build AI solutions and AI applications locally for free. In this book, I assume that you have basic programming knowledge. You'll be seeing a lot of Python in this book. So understanding how Python works and how to write Python code is essential. | |
Разместил: Ingvar16 19-05-2025, 03:29 | Комментарии: 0 | Подробнее
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 Название: Ultimate Django for Web App Development Using Python: Build Modern, Reliable and Scalable Production-Grade Web Applications with Django and Python
Автор: Leonardo Luis Lazzaro
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 420
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 11.8 MB
Craft Scalable and Dynamic Web Apps using Django and Python. This comprehensive guide is an indispensable resource for developers seeking to elevate their web development skills in Django and Python. The book begins by establishing a strong foundation and understanding of Django's architecture, emphasizing the Model-View-Template (MVT) pattern and a pivotal service layer for creating scalable web applications. The book then progresses to practical aspects, guiding readers through the development of a Task Management App. This hands-on approach reinforces fundamental concepts and showcases Django's flexibility and efficiency in real-world scenarios. The advanced sections of the book will help you tackle complex challenges, covering topics like preventing double-form submissions, implementing offline pessimistic and optimistic locking techniques, mastering API development with Django Ninja, and ensuring application reliability through exhaustive testing with Pytest. The book culminates in practical insights for deploying Django applications with Docker and Kubernetes, this guide equips you to tackle real-world challenges effectively. For beginners will find comprehensive coverage of foundational topics, while more experienced programmers will delve into advanced subjects, such as preventing double-form submissions and implementing offline pessimistic and optimistic locking techniques. | |
Разместил: Ingvar16 19-05-2025, 02:50 | Комментарии: 0 | Подробнее
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 Название: Graph Data Science with Python and Neo4j: Hands-on Projects on Python and Neo4j Integration for Data Visualization and Analysis Using Graph Data Science for Building Enterprise Strategies
Автор: Timothy Eastridge
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 192
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 31.8 MB
Graph Data Science with Python and Neo4j is your ultimate guide to unleashing the potential of graph Data Science by blending Python's robust capabilities with Neo4j's innovative graph database technology. From fundamental concepts to advanced analytics and machine learning techniques, you'll learn how to leverage interconnected data to drive actionable insights. Beyond theory, this book focuses on practical application, providing you with the hands-on skills needed to tackle real-world challenges. Python and Neo4j are both terrific tools for graph data science. Each offers powerful tools and frameworks to analyze interconnected data. In theory, it is possible to implement end-to-end graph data science with either Python or Neo4j individually. However, in practice, it is much simpler to leverage both tools together to maximize the value of each tool. Python has become one of the most popular programming languages in the data science community due to its rich ecosystem of libraries and packages, allowing all users to leverage the incredible work of others and jumpstart their analysis. Python comes with several integrated development environments (IDEs) that facilitate code visualization, allowing users not only to view and debug their code but also to create graphs, charts, and various other visual representations of data. | |
Разместил: Ingvar16 19-05-2025, 01:59 | Комментарии: 0 | Подробнее
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 Название: Ultimate Full-Stack Web Development with MERN: Design, Build, Test and Deploy Production-Grade Web Applications with MongoDB, Express, React and NodeJS
Автор: Nabendu Biswas
Издательство: Orange Education Pvt Ltd, AVA
Год: December 2023
Страниц: 264
Язык: английский
Формат: True PDF, True/Retail EPUB
Размер: 75.3 MB, 17.1 MB
Master Web Development with MERN Stack for Designing, Testing, and Deploying Professional-Grade Applications using MongoDB, Express, React, and Node.js. This book covers all the top technologies in the jаvascript ecosystem: MongoDB, ExpressJS, ReactJS and NodeJS. With these technologies, we can create a completely functional web application that includes frontend, backend and database. We will build a fairly large production-ready app in this book. Here, we will first learn to set up the frontend with React, then create the backend APIs with NodeJS and Express. The backend will be connected to our database which is MongoDB. We will learn to use authentication in our project by implementing JWT. We will also learn to test both frontend and backend using the Unit testing framework of Jest. Finally, we will learn how to deploy both frontend and backend with ease to use free apps. After going through the book, the readers will be able to create any MERN app with ease and can also modify the project in the book to create other apps. In the Frontend section, you'll construct a dynamic ReactJS application with a focus on creating components, and pages, and establishing Redux for state management. This book will guide you through setting up Redux, implementing registration and login functionalities, and refining your application with a user-friendly dashboard and task form. The book concludes with chapters on frontend and backend testing, ensuring the robustness of your application, and also covers deployment strategies for both frontend and backend components, providing a comprehensive guide to showcase your application to the world. | |
Разместил: Ingvar16 18-05-2025, 19:15 | Комментарии: 0 | Подробнее
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 Название: The Laravel 12 Blueprint: A Comprehensive Guide to Modern PHP Development
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 303
Язык: английский
Формат: epub (true)
Размер: 12.6 MB
This comprehensive guide takes developers on a complete journey through Laravel 12, the latest version of PHP's most elegant framework. From setting up your development environment to building complex, production-ready applications, The Laravel 12 Blueprint covers every aspect of modern PHP development. The book is structured to benefit both newcomers and experienced Laravel developers, with clear explanations of fundamental concepts and deep dives into advanced techniques. Readers will master essential skills including routing, Eloquent ORM, authentication, and API development while exploring cutting-edge features like Laravel's improved Livewire integration, WorkOS AuthKit, and Shadcn components. Through practical examples and real-world applications, you'll learn how to implement secure, scalable, and maintainable code following industry best practices. Whether you're building e-commerce platforms, content management systems, or real-time applications, The Laravel 12 Blueprint provides the definitive roadmap for modern PHP development. | |
Разместил: Ingvar16 18-05-2025, 17:24 | Комментарии: 0 | Подробнее
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