While data scientists and analysts have the tools to analyze data, build models, and create compelling visuals, they often struggle to translate these insights into practical, user-friendly applications that help end users answer real-world questions, such as identifying revenue trends, predicting inventory needs, or detecting fraud, without wading through complex code or navigating technical jargon.
Getting Started with Taipy is your comprehensive guide to overcoming this challenge. This book teaches you how to use Taipy, a powerful open-source Python library, to build intuitive, production-ready data apps quickly and efficiently. Instead of creating prototypes that nobody uses, you can build fast applications that process large amounts of data for multiple users and deliver measurable business impact. Taipy does the heavy lifting to enable your users to visualize their KPIs, interact with charts and maps, and compare scenarios for better decision-making. You’ll learn how to use Taipy to create apps that make your data accessible and actionable for end users in production environments, such as cloud services or in Docker containers.
By the end of this book, you won’t just understand Taipy but be able to transform your data skills into impactful solutions that address real-world needs and deliver valuable insights.

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Spis treści

Getting Started with Taipy. The definitive guide to creating production ready Python applications for data professionals eBook -- spis treści

• 1. Introduction to Taipy
• 2. Building User Interfaces with Taipy GUI
• 3. Connecting to Data Sources: Exploring Taipy Core and Data Nodes
• 4. Orchestrating Taipy Applications
• 5. Managing Scenarios with Taipy
• 6. Deploying Your Taipy Applications
• 7. Financial Forecasting with Taipy
• 8. Supply Chain Management with Taipy
• 9. Insurance Fraud Detection with Taipy
• 10. Manufacturing Planning with Taipy
• 11. Building a LLM Chatbot with Taipy
• 12. Handling Big Data in Taipy Applications
• 13. Utilizing Partials and Asynchronous Callbacks in Taipy
• 14. Embedding Iframes in Your Taipy Applications
• 15. Exploring Taipy Designer (Enterprise Version)
• 16. Case Studies: How Organizations Use Taipy