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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.

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.

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.

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.

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.

Название: Julia Programming for Physics Applications
Автор: R. Gökhan Türeci, Hamdi Dağıstanlı, İlkay Türk Çakır
Издательство: Springer
Год: 2025
Страниц: 265
Язык: английский
Формат: pdf (true)
Размер: 31.4 MB

Navigating the realm where physics intersects with programming, this book serves as an indispensable guide for students embarking on their journey with Julia. Whether it is plotting equations or analyzing experimental data, mastering computational tools is essential for unraveling the complexities of physical phenomena. Julia, an open-source programming language, emerges as the bridge between simplicity and efficiency. While Python, another open-source language, offers user-friendly syntax, its line-by-line execution often leads to sluggish performance. Julia, however, embodies the ethos of being "as easy as Python but as fast as C/C++," tailored specifically for scientific computing with ongoing developmental enhancements. Notably, Microsoft's AI assistant Copilot is crafted in Julia, showcasing its versatility and adaptability. Although Julia is a language for general use and numerical computing, it is also well suited for Data Science and Machine Learning applications. Starting with a primer on Julia fundamentals, the book gradually transitions to practical applications across various physics subdomains.

Название: Brain Networks in Neuroscience: Personalization Unveiled Via Artificial Intelligence
Автор: Md. Mehedi Hassan, Farhana Yasmin, Sheikh Mohammed Shariful Islam, Anupam Kumar Bairagi, Si Thu Aung
Издательство: River Publishers
Год: 2025
Страниц: 342
Язык: английский
Формат: epub (true)
Размер: 22.2 MB

This book is an in-depth exploration of brain networks, providing a comprehensive understanding of their structures, functions, and implications for personalization through Artificial Intelligence (AI). Readers will gain insights into the intricate workings of the brain, making this book an indispensable resource for those seeking a thorough grasp of neuroscience concepts. It offers the seamless integration of neuroscience principles with Artificial Intelligence applications. The book bridges these two domains, elucidating how advancements in AI draw inspiration from the complexities of the human brain. This interdisciplinary approach sets the book apart, offering readers a holistic view of cutting-edge technologies. Readers can expect practical applications and real-world case studies that illustrate the tangible benefits of the concepts discussed. This practical emphasis enhances the book’s relevance for professionals and researchers alike. The inclusion of online enhancements, such as interactive visualizations, downloadable supplementary materials, and engaging video content, transforms the reading experience into an interactive learning journey. This added value distinguishes the book by providing readers with hands-on tools to deepen their understanding and apply newfound knowledge. This book doesn’t just dwell on current technologies; it takes readers into the future by exploring emerging trends at the intersection of neuroscience and Artificial Intelligence.

Название: Computer Science for the IB Diploma
Автор: Paul Baumgarten, Ioana Ganea, Carl Turland
Издательство: Hachette Learning
Год: 2025
Страниц: 496
Язык: английский
Формат: epub (true)
Размер: 38.6 MB

Developed in cooperation with the International Baccalaureate. Ensure students gain clarity, confidence, and an in-depth understanding to master the updated Computer Science syllabus for both Higher Level (HL) and Standard Level (SL). Closely following the structure of the revised guide, this new resource fully covers the updated assessment format and essential topics, organised by the two key themes, Concepts in Computer Science and Computational Thinking and Problem-Solving. Provide complete coverage of the latest syllabus set for first assessment in 2027 with a student-focused resource written by experienced educators and examiners. Empower students to navigate their coursework with confidence through an engaging, inquiry-based approach that emphasises conceptual understanding. Streamline your lesson planning; the unit and chapter titles match syllabus sections precisely to save you time and enhance learning efficiency. The resource also provides flexibility in choice of programming language (Java and Python) to cater to diverse teaching and learning preferences.

Название: Analysis and Design of Next-Generation Software Architectures: Generative AI, Cybersecurity, and Cloud Computing, 2nd Edition
Автор: Arthur M. Langer
Издательство: Springer
Год: 2025
Страниц: 331
Язык: английский
Формат: pdf (true), epub
Размер: 35.6 MB

The 2nd edition will add a major chapter on Generative AI in Software Architecture. This chapter will provide a comprehensive background in generative models, its impact on software design, evolution of new analysis methodologies, and the overall impact of the Systems Development Life Cycle (SDLC). The new edition will also have new sections relating to Generative AI in Cybersecurity analysis and design, including proactive threat detection, ethical issues regarding privacy, and Generative AI workflows (Charlotte AI). Other updates include Legacy System interfaces with Generative AI, new impacts on project management, and Platform design architecture. The 2nd edition will have a number of editing changes and corrections, as well as about 30 pages net of some eliminations of outdated content.

Название: Осознанный Python — ООП
Автор: Buddha IT
Издательство: stepik
Год: 2025
Формат: HTML
Страниц: много
Размер: 112 Mb
Язык: Русский

Погружайтесь в мир Объектно-Ориентированного Программирования с нашим увлекательным курсом на языке Python! Легко усваивайте материал благодаря простым объяснениям, множеству практических примеров и интересных заданий. Ощутите поддержку автора и наслаждайтесь уникальной сюжетной линией, которая поднимет настроение даже в сложные моменты. Вас ждет "ламповая" атмосфера тепла и доброты, которая сделает обучение не только полезным, но и приятным. Присоединяйтесь и начните свое путешествие в ООП уже сегодня!