Production Ready Python
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Production Ready Data Science
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Author : Khuyen Tran
language : en
Publisher:
Release Date : 2025-07-15
Production Ready Data Science written by Khuyen Tran and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-15 with Computers categories.
Production-Ready Data Science is a practical guide to building reliable, maintainable, and scalable data science projects from start to finish. Written for professionals who want to move beyond experiments and deliver real-world solutions, this book covers the essential skills and workflows for taking code from notebook to production. You'll learn how to: Organize messy notebooks into maintainable, modular code. Create reproducible environments and streamline deployments. Apply best practices for variables, functions, and classes. Implement automated testing, configuration management, and logging. Validate and version your datasets for accuracy and traceability. Automate deployment with continuous integration and package distribution. Through step-by-step examples, you'll master Python tools using like Git, uv, Pytest, Hydra, Loguru, Pandera, DVC, GitHub Actions, and marimo to ensure your projects are reproducible, testable, and production-ready. Whether you're a data scientist, machine learning engineer, or software developer, this book equips you with the skills to deliver bulletproof systems that scale.
A Blueprint For Production Ready Web Applications
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Author : Dr. Philip Jones
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-09-23
A Blueprint For Production Ready Web Applications written by Dr. Philip Jones and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-23 with Computers categories.
Go from setting up your production environment, to building an app, to deploying it to the web using industry best practices along the way Key FeaturesFollow a blueprint to build production-ready apps that can be adapted and tailored to your requirementsLearn how to combine a React frontend with a Quart backend, and run them in Docker on AWSAdopt industry best practices that can be used in your personal as well as work projectsBook Description A Blueprint for Production-Ready Web Applications will help you expand upon your coding knowledge and teach you how to create a complete web application. Unlike other guides that focus solely on a singular technology or process, this book shows you how to combine different technologies and processes as needed to meet industry standards. You'll begin by learning how to set up your development environment, and use Quart and React to create the backend and frontend, respectively. This book then helps you get to grips with managing and validating accounts, structuring relational tables, and creating forms to manage data. As you progress through the chapters, you'll gain a comprehensive understanding of web application development by creating a to-do app, which can be used as a base for your future projects. Finally, you'll find out how to deploy and monitor your application, along with discovering advanced concepts such as managing database migrations and adding multifactor authentication. By the end of this web development book, you'll be able to apply the lessons and industry best practices that you've learned to both your personal and work projects, allowing you to further develop your coding portfolio. What you will learnSet up an optimum development environment for building web appsCreate a working backend Quart app that can be tailored to suit your needsBuild a user management system with passwords and authenticationBuild a single-page application with React Router and FormikDeploy your app to AWS and understand the importance of monitoringDiscover advanced concepts such as managing database migrationsWho this book is for This book is for software engineers like recent computer science or bootcamp graduates who already know how to program and want to learn how to build an app by following standard industry processes such as continuous integration and continuous deployment (CI/CD). Working knowledge of TypeScript/JavaScript, Python, HTML, CSS, and SQL is needed. You don't, however, need prior experience with Quart, React, AWS, and all other specific technologies and processes, as they will be introduced in the book.
Production Ready Python
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Author : John C Avila
language : en
Publisher: Independently Published
Release Date : 2025-10-11
Production Ready Python written by John C Avila and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-11 with Computers categories.
Production-Ready Python: Deploy, Scale, and Automate Resilient Applications with Docker, Kubernetes, and Cloud Infrastructure Modern Python systems run in distributed, containerized, and automated environments. This book shows you how to take your Python applications from development to production with the reliability, scalability, and observability demanded by today's engineering standards. You will learn to build and operate production-grade Python services using Docker, Kubernetes, Terraform, and CI/CD pipelines. Through real-world examples, each chapter teaches you how to containerize your code, deploy at scale, automate workflows, and maintain reliability with modern cloud-native practices. What you will learn: Structure Python projects for modularity, scalability, and maintainability Build optimized Docker images and secure containerized workloads Deploy resilient applications on Kubernetes using manifests and Helm Automate build and release pipelines with GitHub Actions and GitLab CI Monitor and trace Python microservices using Prometheus, Grafana, and OpenTelemetry Manage secrets, credentials, and network security in production environments Apply Infrastructure as Code with Terraform for repeatable deployments Implement rollback, blue-green, and canary strategies safely This guide is written for Python developers, DevOps engineers, and cloud practitioners who want to bridge the gap between writing code and running reliable systems in production. Whether you are deploying APIs, background workers, or data pipelines, Production-Ready Python gives you the complete playbook to design, automate, and operate Python systems that perform under real-world workloads.
Python For Geeks
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Author : Muhammad Asif
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-10-20
Python For Geeks written by Muhammad Asif and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-20 with Computers categories.
Take your Python skills to the next level to develop scalable, real-world applications for local as well as cloud deployment Key FeaturesAll code examples have been tested with Python 3.7 and Python 3.8 and are expected to work with any future 3.x releaseLearn how to build modular and object-oriented applications in PythonDiscover how to use advanced Python techniques for the cloud and clustersBook Description Python is a multipurpose language that can be used for multiple use cases. Python for Geeks will teach you how to advance in your career with the help of expert tips and tricks. You'll start by exploring the different ways of using Python optimally, both from the design and implementation point of view. Next, you'll understand the life cycle of a large-scale Python project. As you advance, you'll focus on different ways of creating an elegant design by modularizing a Python project and learn best practices and design patterns for using Python. You'll also discover how to scale out Python beyond a single thread and how to implement multiprocessing and multithreading in Python. In addition to this, you'll understand how you can not only use Python to deploy on a single machine but also use clusters in private as well as in public cloud computing environments. You'll then explore data processing techniques, focus on reusable, scalable data pipelines, and learn how to use these advanced techniques for network automation, serverless functions, and machine learning. Finally, you'll focus on strategizing web development design using the techniques and best practices covered in the book. By the end of this Python book, you'll be able to do some serious Python programming for large-scale complex projects. What you will learnUnderstand how to design and manage complex Python projectsStrategize test-driven development (TDD) in PythonExplore multithreading and multiprogramming in PythonUse Python for data processing with Apache Spark and Google Cloud Platform (GCP)Deploy serverless programs on public clouds such as GCPUse Python to build web applications and application programming interfacesApply Python for network automation and serverless functionsGet to grips with Python for data analysis and machine learningWho this book is for This book is for intermediate-level Python developers in any field who are looking to build their skills to develop and manage large-scale complex projects. Developers who want to create reusable modules and Python libraries and cloud developers building applications for cloud deployment will also find this book useful. Prior experience with Python will help you get the most out of this book.
Django For Professionals
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Author : William Vincent
language : en
Publisher: Welcometocode
Release Date : 2020-08-11
Django For Professionals written by William Vincent and has been published by Welcometocode this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-11 with categories.
Completely updated for Django 3.1Django for Professionals takes your web development skills to the next level, teaching you how to build production-ready websites with Python and Django.Once you have learned the basics of Django there is a massive gap between building simple "toy apps" and what it takes to build a "production-ready" web application suitable for deployment to thousands or even millions of users.In the book you'll learn how to:* Build a Bookstore website from scratch* Use Docker and PostgreSQL locally to mimic production settings* Implement advanced user registration with email * Write comprehensive tests while adding security and performance improvements* Add search and file/image uploads If you want to take advantage of all that Django has to offer, Django for Professionals is a comprehensive best practices guide to building and deploying modern websites.
Efficient Python Production Workflows
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Author :
language : en
Publisher:
Release Date : 2019
Efficient Python Production Workflows written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Writing code can be easy, but maintaining a product is always a challenge. In this course, learn how to efficiently manage your Python projects and make them production ready.
Getting Started With Taipy
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Author : Eric Narro
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-10-06
Getting Started With Taipy written by Eric Narro and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-06 with Computers categories.
Share your machine learning models, create chatbots, as well as build and deploy insightful dashboards speedily using Taipy with this hands-on book featuring real-world application examples from multiple industries Free with your book: DRM-free PDF version + access to Packt's next-gen Reader* Key Features Create visually compelling, interactive data applications with Taipy Bring predictive models to end users and create data pipelines to compare scenarios with what-if analyses Go beyond prototypes to build and deploy production-ready applications using the cloud provider of your choice Purchase of the print or Kindle book includes a free PDF eBook in full color Book DescriptionWhile data analysts, data scientists, and BI experts have the tools to analyze data, build models, and create compelling visuals, they often struggle to translate these insights into practical, user-friendly applications that help end users answer real-world questions, such as identifying revenue trends, predicting inventory needs, or detecting fraud, without wading through complex code. This book is a comprehensive guide to overcoming this challenge. This book teaches you how to use Taipy, a powerful open-source Python library, to build intuitive, production-ready data apps quickly and efficiently. Instead of creating prototypes that nobody uses, you'll learn how to build faster applications that process large amounts of data for multiple users and deliver measurable business impact. Taipy does the heavy lifting to enable your users to visualize their KPIs, interact with charts and maps, and compare scenarios for better decision-making. You’ll learn to use Taipy to build apps that make your data accessible and actionable in production environments like the cloud or Docker. By the end of this book, you won’t just understand Taipy, you'll be able to transform your data skills into impactful solutions that address real-world needs and deliver valuable insights. *Email sign-up and proof of purchase requiredWhat you will learn Explore Taipy, its use cases, and how it's different from other projects Discover how to create visually appealing interactive apps, display KPIs, charts, and maps Understand how to compare scenarios to make better decisions Connect Taipy applications to several data sources and services Develop apps for diverse use cases, including chatbots, dashboards, ML apps, and maps Deploy Taipy applications on different types of servers and services Master advanced concepts for simplifying and accelerating your development workflow Who this book is for If you’re a data analyst, data scientist, or BI analyst looking to build production-ready data apps entirely in Python, this book is for you. If your scripts and models sit idle because non-technical stakeholders can’t use them, this book shows you how to turn them into full applications fast with Taipy, so your work delivers real business value. It’s also valuable for developers and engineers who want to streamline their data workflows and build UIs in pure Python.
Fluent Python
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Author : Luciano Ramalho
language : en
Publisher: O'Reilly Media
Release Date : 2015
Fluent Python written by Luciano Ramalho and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Computers categories.
Explains how to write idiomatic, effective Python code by leveraging its best features. Python's simplicity quickly lets you become productive with it, but this often means you aren't using everything the language has to offer. By taking you through Python's key language features and libraries, this practical book shows you how to make your code shorter, faster, and more readable all at the same time. --From publisher description.
Efficient Python Production Workflows
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Author :
language : en
Publisher:
Release Date : 2019
Efficient Python Production Workflows written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Writing code can be easy, but maintaining a product is always a challenge. In this course, learn what it takes to efficiently manage your Python projects. Instructor Miki Tebeka delves into the ancillary tasks around Python programming, such as dependency management, development methodologies, metrics, logging, testing, and deployment. While these topics aren't strictly related to coding, they're essential to making sure your code is production ready. Learn how to tackle challenges related to dependency management, effectively approach testing, configure a logging system, design metrics, leverage different deployment strategies, and more.
Python Django Full Throttle Development
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Author : Greyson Chesterfield
language : en
Publisher: Independently Published
Release Date : 2025-08-22
Python Django Full Throttle Development written by Greyson Chesterfield and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-22 with Computers categories.
Accelerate your web development journey with Python and Django: Full-Throttle Development-the ultimate guide to building scalable, secure, and high-performance web applications using the unmatched synergy of Python and Django. Whether you're a Python developer aiming to level up or a newcomer diving into full-stack development, this hands-on book takes you from idea to deployment. Learn how to architect robust backends, design clean APIs, implement secure authentication, and build dynamic, responsive frontends-all while following best practices for performance, maintainability, and DevOps. Inside, you'll master: Django's powerful ORM and model system Class-based views and RESTful API design with Django REST Framework Authentication, authorization, and user management done right Scalable deployment with Docker, PostgreSQL, and cloud platforms Real-world features: email workflows, admin customization, testing, and CI/CD Frontend integration with HTMX, Tailwind CSS, and JavaScript enhancements Packed with real-world examples, reusable code snippets, and step-by-step project blueprints, Python and Django: Full-Throttle Development is more than a tutorial-it's your roadmap to building professional-grade web applications with confidence.