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Artículo: AMZ-B0FFRHPDG2
Advanced Streamlit: Building Scalable and High-Performance Data Applications for Senior-Level Professionals
Format:
Kindle
Detalles del producto
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0.87 kg
0.87 kg
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No
No
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Nuevo
Nuevo
Producto de
Amazon
Amazon
Viaja desde
USA
USA
Sobre este producto
- Have you already mastered the fundamentals of Streamlit and effortlessly create functional dashboards and prototypes? It's time to take your skills to the next level. "Advanced Streamlit" is the definitive guide for data scientists, data engineers, business analysts, and developers who seek to transform their Streamlit scripts into robust, scalable, and high-performance applications, ready for the challenges of a production environment.Authored by Deivison Viana Andrade, the acclaimed author of the beginner's bestseller "Streamlit Para Tudo!", this book is the natural progression for those who have grasped the basics and now yearn for mastery. Spanning over 30,000 words, packed with practical code, real-world examples, and links to successful projects, you will learn to:Optimize Performance: Master caching strategies with st.cache_data and st.cache_resource, and explore the revolutionary st.experimental_fragment for partial reruns, making your applications incredibly fast and efficient.Manage Application State: Dive deep into st.session_state with complex design patterns, ensuring fluid and consistent user interactions.Create Professional Interfaces: Go beyond the default look with advanced UI/UX techniques, utilizing custom CSS, HTML/JavaScript injection (st.html, st.components.v1.html), and the new st.dialog and st.popover for an impeccable user experience.Integrate Robustly: Connect your Streamlit app to databases (SQL, NoSQL, Data Warehouses), securely consume external APIs (st.secrets), and build powerful interfaces for Machine Learning models and Generative AI (LLMs).Master Deployment and Monitoring: Learn best practices for deploying your application to production using Streamlit Community Cloud, Docker, Kubernetes, and PaaS platforms, in addition to configuring logging and monitoring to ensure continuous health and availability.Ensure Code Quality: Implement unit, integration, and End-to-End (E2E) tests, adopt professional code standards, and use linting and type-hinting tools to create maintainable and bug-free software."Advanced Streamlit" is more than a manual; it's a roadmap for you to become an expert in building cutting-edge data solutions capable of delivering real value and tackling any technical challenge. Get ready to unlock the full potential of Streamlit and elevate your applications to the next level of excellence.Get your copy now and build the future with Streamlit!
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