You're reading from Web App Development Made Simple with Streamlit

Product typeBook

Published inFeb 2024

PublisherPackt

ISBN-139781835086315

Edition1st Edition

Concepts

Web Programming

Author (1)

Rosario Moscato

Part 3: Developing Advanced Skills with a Covid-19 Detection Tool

In Part 3, the book shifts focus to more advanced Streamlit capabilities, using the development of a Covid-19 Detection Tool as a practical case study. It begins by guiding you through an advanced environment setup and package management, specifically tailored to build artifitial intelligence (AI)-powered web applications. This section is critical for understanding the nuances of integrating complex AI models. Then, it delves into optimizing the user experience (UX) of Streamlit web apps through customization and UI features, highlighting the importance of an intuitive and engaging interface. The part further explores the use of pretrained models, demonstrating how to create specialized and personalized applications, a skill crucial in the era of AI and machine learning. Finally, it covers the deployment and management of complex libraries on Streamlit Share, ensuring that you are well-equipped to handle sophisticated...

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Published in: Feb 2024Publisher: PacktISBN-13: 9781835086315

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Author (1)

Rosario Moscato

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.
Read more about Rosario Moscato

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