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.

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Spis treści

Web App Development Made Simple with Streamlit. A web developer's guide to effortless web app development, deployment, and scalability eBook -- spis treści

• 1. Getting to Know Streamlit – A Brief Overview
• 2. Setting Up the Python Coding Environment
• 3. Exploring Streamlit's Features and Functionality
• 4. Streamlit Essentials – Configuring the Environment, Managing Packages, and More
• 5. Organizing and Displaying Content with Columns, Expanders, and NLP Techniques
• 6. Implementing NLP Techniques for Text Analysis and Processing in Streamlit
• 7. Sharing and Deploying Your Apps on the Cloud Using Streamlit Share
• 8. Advanced Environment Setup and Package Management for Building an AI-Powered Web App
• 9. Optimizing Streamlit Web App UX with Customization and UI Features
• 10. Utilizing Pretrained Models to Create Specialized and Personalized Web Applications
• 11. Deploying and Managing Complex Libraries on Streamlit Share
• 12. Smart File Uploading – Advanced Techniques for Professional Web Applications
• 13. Creating a Secure Login and Signup Process for Web Applications
• 14. Customizing Pages, Personalizing Themes, and Implementing Multi-Pages
• 15. Enhancing Web Apps with Forms, Session State, and Customizable Subdomains
• 16. Takeaways and Conclusion