Streamlit for Web Development

Transition from a back-end developer to a full-stack developer with knowledge of all the dimensions of web application development, namely, front-end, back-end and server-side software. In this new edition, Streamlit for Web Development, provides a comprehensive overview of Streamlit, allowing developers and programmers of all backgrounds to get up to speed in as little time as possible. Streamlit is a pure Python web framework that will bridge the skills gap and shorten development time from weeks to hours. This book walks you through the complete cycle of web application de-velopment, from an introductory to advanced level with accompanying source code and re-sources. You will be exposed to developing basic, intermediate, and sophisticated user interfaces and subsequently you will be acquainted with data visualization, database systems, application se-curity, and cloud deployment in Streamlit. In a market with a surplus demand for full stack developers, this skill set could not possibly come at a better time. In one sentence, Streamlit is a means for the empowerment of developers every-where and all stand to gain from it. New For This Edition: Focuses on Streamlit 1.4 releases Includes brand new chapters on Unit Testing and AI for Streamlit Explore Streamlit APIs Streamlit’s New UI package Looks at LLMs and Chatbots and GenAI implications Expanded content on Streamlit components Transition from a back-end developer to a full-stack developer with knowledge of all the dimensions of web application development, namely, front-end, back-end and server-side software. In this new edition, Streamlit for Web Development, provides a comprehensive overview of Streamlit, allowing developers and programmers of all backgrounds to get up to speed in as little time as possible. Streamlit is a pure Python web framework that will bridge the skills gap and shorten development time from weeks to hours. This book walks you through the complete cycle of web application development, from an introductory to advanced level with accompanying source code and resources. You will be exposed to developing basic, intermediate, and sophisticated user interfaces and subsequently you will be acquainted with data visualization, database systems, application security, and cloud deployment in Streamlit. In a market with a surplus demand for full stack developers, this skill set could not possibly come at a better time. In one sentence, Streamlit is a means for the empowerment of developers every-where and all stand to gain from it. You Will: Learn how to mutate big data in real-time Understand how to visualize big data interactively Implement web application security and privacy protocols How to successfully deploy Streamlit web applications to the cloud using Streamlit, Linux and Windows servers New For This Edition: Covers updates from the Streamlit 1.4 release Showcases Streamlit's latest UI features Expands on the use and development of Streamlit Components Introduces new chapters on unit testing and integrating AI with Streamlit Demonstrates the implementation of LLMs, chatbots, and generative AI applications Who is this Book for?Developers with solid programming experience wanting to learn Streamlit; Back-end developers looking to upskill and transition to become a full-stack developers; Those who wish to learn and become more acquainted with data visualization, database systems, security and cloud deployment with Streamlit

Pagina's: 438, Editie: Second, Paperback, Apress