Web App Development Made Simple with Streamlit: A web developer’s guide to effortless web app development, deployment, and scalability

English | 2024 | ISBN: 978-1835086315 | 350 Pages | PDF, EPUB | 69 MB

Unlock the full potential of Streamlit, mastering web app development from setup to deployment with practical guidance, advanced techniques, and real-world examples

Key Features:

• Identify and overcome web development challenges, crafting dedicated application skeletons using Streamlit
• Understand how Streamlit’s widgets and components work to implement any kind of web app
• Manage web application development and deployment with ease using the Streamlit Cloud service

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.

What You Will Learn:

• 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