Getting Started with Taipy: The definitive guide to creating production-ready Python applications for data professionals by Eric Narro ISBN 9781836203810, 1836203810 instant download

Getting Started with Taipy: The definitive guide to creating production-ready Python applications for data professionals by Eric Narro ISBN 9781836203810, 1836203810 instant download

Share your machine learning models, create chatbots, as well as build and deploy insightful dashboards speedily using Taipy with this hands-on book featuring real-world application examples from multiple industries
 
Key Features
• Create visually compelling, interactive data applications with Taipy
• Bring predictive models to end users and create data pipelines to compare scenarios with what-if analyses
• Go beyond prototypes to build and deploy production-ready applications using the cloud provider of your choice
 
While data analysts, data scientists, and BI experts 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.
 
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'll learn how to build faster 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 discover 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 Docker containers.
 
Who this book is for
If you’re a data analyst, data scientist, or BI analyst looking to build production-ready data apps entirely in Python, this book is for you. If your scripts and models sit idle because non-technical stakeholders can’t use them, this book shows you how to turn them into full applications…