Unlock the full potential of Streamlit and become a master of web app development, from setup to deployment, with practical guidance, advanced techniques, and real-world examples
This book provides a comprehensive guided tour to craft and deploy simple and sophisticated web applications from scratch using Streamlit. Through hands-on exercises and realistic examples, readers will gain all the abilities essential to generate any type of web application, from fundamental to sophisticated, and dispatch them on the cloud.
From comprehending Streamlit's central principles and modules to mastering basic features and widgets to very advanced skills to deal with databases, hashes, sessions, multipages, readers will transform into experts easily and rapidly.
Initially, fundamental concepts and elements are examined, including operation systems virtualization, IDEs, development environment, widgets, scripting, web apps anatomy. Readers will then develop some real web apps to consolidate and expand their knowledge. Gradually, readers will build more complex apps, incorporating features like natural language processing, computer vision, dashboards with interactive charts, file uploading, and much more.
The book culminates with the implementation advanced skills and deployment techniques.
Developers already familiar with coding or IT passionates will be able to create new beautiful and easy-to-use web applications just by leveraging pure Python. This book teaches how to build web apps using Streamlit, an amazing framework that requires just a little Python knowledge and nothing more. Anybody that already knows how to create good performing programs will be able to change an isolated command line tool into an incredibly useful and good-looking web app living on the cloud. No excuses for developers, all their code is magically becoming a real web application!
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Rosario Moscato has a master's degree in electronic engineering, a second level master in internet software design and a first level master's in science and faith. In about 25 years of experience, he has worked on innovative technology development in Europe and Asia. Recently, his interests have been focused exclusively on AI, pursuing the goal of making every business extremely competitive and analyzing the ethical implications deriving from the new scenarios that these disciplines open. Rosario has authored two books, and he is a speaker at international research centres and conferences as well as a trainer and technical/scientific consultant. Currently, he is working as CTO with one of the oldest AI companies in Italy.
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