This book is a comprehensive guide to the Streamlit open-source Python library and simplifying the process of creating web applications. Through hands-on guidance and realistic examples, you’ll progress from crafting simple to sophisticated web applications from scratch. This book covers everything from understanding Streamlit's central principles, modules, basic features, and widgets to advanced skills such as dealing with databases, hashes, sessions, and multipages.
Starting with fundamental concepts like operation systems virtualization, IDEs, development environments, widgets, scripting, and the anatomy of web apps, the initial chapters set the groundwork. You’ll then apply this knowledge to develop some real web apps, gradually advancing to more complex apps, incorporating features like natural language processing (NLP), computer vision, dashboards with interactive charts, file uploading, and much more. The book concludes by delving into the implementation of advanced skills and deployment techniques.
By the end of this book, you’ll have transformed into a proficient developer, equipped with advanced skills for handling databases, implementing secure login processes, managing session states, creating multipage applications, and seamlessly deploying them on the cloud.
Develop interactive web apps with Streamlit and deploy them seamlessly on the cloud
Acquire in-depth theoretical and practical expertise in using Streamlit for app development
Use themes and customization for visually appealing web apps tailored to specific needs
Implement advanced features including secure login, signup processes, file uploaders, and database connections
Build a catalog of scripts and routines to efficiently implement new web apps
Attain autonomy in adopting new Streamlit features rapidly and effectively