Streamlit Essentials From basics to advanced data app development (Surabhi Pandey)（Z-Library）

Author： Surabhi Pandey

“Streamlit Essentials: From basics to advanced data app development” provides a comprehensive introduction to Streamlit, a powerful framework that simplifies the process of building and deploying data apps. The chapters in this book take readers from the fundamentals of Streamlit to advanced techniques. It begins with the basics, covering Introduction to Streamlit and Getting Started with Streamlit, ensuring that the readers understand the platform’s needs and core concepts. As you progress, you will explore the intricacies of Layouts and Widgets and how to integrate data to create visually appealing Data Visualizations. With a focus on real-world applications, you will also learn about Machine Learning Model Deployments. The later chapters focus on more advanced topics, such as Advanced Streamlit Concepts and Deploying Streamlit Apps, helping you leverage Streamlit’s features like secret management, callbacks, Database connectivity, App testing and streamlining your workflow to make your application production-ready. In addition, hands-on projects in the book will enable you to showcase your skills by building a professional portfolio. Building and Enhancing your Portfolio will help to use the power of networking and community building to get the most out of Streamlit and create a portfolio that resonates with potential employers and collaborators. Enhancing Streamlit development with AI Tools introduces AI-assisted development tools that can help speed up the process of application building from ideation to deployment. This book is designed for data professionals, from beginners looking to explore Streamlit for the first time to advanced users seeking to optimize their development process. With practical examples and hands-on projects, “Streamlit Mastery” is a valuable resource for anyone aiming to include Streamlit in their data tooling arsenal and build interactive, data-driven applications.