{"product_id":"building-data-science-applications-with-fastapi-second-edition-develop-manage-and-deploy-efficient-machine-learning-applications-with-python-paperback","title":"Building Data Science Applications with FastAPI - Second Edition: Develop, manage, and deploy efficient machine learning applications with Python - Paperback","description":"\u003cp\u003eby \u003cb\u003eFran輟is Voron\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLearn all the features and best practices of FastAPI to build, deploy, and monitor powerful data science and AI apps, like object detection or image generation.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUncover the secrets of FastAPI, including async I\/O, type hinting, and dependency injection\u003c\/li\u003e\n\u003cli\u003eLearn to add authentication, authorization, and interaction with databases in a FastAPI backend\u003c\/li\u003e\n\u003cli\u003eDevelop real-world projects using pre-trained AI models\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eBuilding Data Science Applications with FastAPI is the go-to resource for creating efficient and dependable data science API backends. This second edition incorporates the latest Python and FastAPI advancements, along with two new AI projects - a real-time object detection system and a text-to-image generation platform using Stable Diffusion.\u003c\/p\u003e\u003cp\u003eThe book starts with the basics of FastAPI and modern Python programming. You'll grasp FastAPI's robust dependency injection system, which facilitates seamless database communication, authentication implementation, and ML model integration. As you progress, you'll learn testing and deployment best practices, guaranteeing high-quality, resilient applications.\u003c\/p\u003e\u003cp\u003eThroughout the book, you'll build data science applications using FastAPI with the help of projects covering common AI use cases, such as object detection and text-to-image generation. These hands-on experiences will deepen your understanding of using FastAPI in real-world scenarios.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll be well equipped to maintain, design, and monitor applications to meet the highest programming standards using FastAPI, empowering you to create fast and reliable data science API backends with ease while keeping up with the latest advancements.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore the basics of modern Python and async I\/O programming\u003c\/li\u003e\n\u003cli\u003eGet to grips with basic and advanced concepts of the FastAPI framework\u003c\/li\u003e\n\u003cli\u003eDeploy a performant and reliable web backend for a data science application\u003c\/li\u003e\n\u003cli\u003eIntegrate common Python data science libraries into a web backend\u003c\/li\u003e\n\u003cli\u003eIntegrate an object detection algorithm into a FastAPI backend\u003c\/li\u003e\n\u003cli\u003eBuild a distributed text-to-image AI system with Stable Diffusion\u003c\/li\u003e\n\u003cli\u003eAdd metrics and logging and learn how to monitor them\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for data scientists and software developers interested in gaining knowledge of FastAPI and its ecosystem to build data science applications. Basic knowledge of data science and machine learning concepts and how to apply them in Python is recommended.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 422\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.86 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 31, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42706275008575,"sku":"9781837632749","price":86.38,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/0ed4849dde55839e35e4ffea149ded9a.webp?v=1765039813","url":"https:\/\/dhlswag.com\/products\/building-data-science-applications-with-fastapi-second-edition-develop-manage-and-deploy-efficient-machine-learning-applications-with-python-paperback","provider":"BBB","version":"1.0","type":"link"}