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...