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Getting Started with Taipy

Getting Started with Taipy

By : Eric Narro
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Getting Started with Taipy

Getting Started with Taipy

By: Eric Narro

Overview of this book

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. This book is a 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 learn to use Taipy to build apps that make your data accessible and actionable in production environments like the cloud or Docker. By the end of this book, you won’t just understand Taipy, you'll be able to transform your data skills into impactful solutions that address real-world needs and deliver valuable insights. *Email sign-up and proof of purchase required
Table of Contents (22 chapters)
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1
Part 1: Understanding Taipy and Its Components
8
Part 2: Building Real-World Applications with Taipy
13
Part 3: Advanced Taipy: Building Efficient and Complex Apps

Discovering Taipy

Taipy is an open-source Python library that allows anyone working with data (data scientists, data and business intelligence (BI) analysts, etc.…) to create complete data applications. A complete data application is a tool that handles every step of data work—from collection to analysis—in one place, so users can easily manage data and generate insights. Data professionals use the Python ecosystem to build models, conduct analysis, and generate visualizations. Taipy solves the last-mile problem: deploying these solutions into production environments.

In this chapter, you’ll discover Taipy’s main uses and the reasoning behind the library’s creation. Then, you’ll install Taipy and some development tools to start your journey. Together, we will create our first application using two types of syntax allowed by Taipy: the Markdown API and the Python API (our book focuses on the latter). Finally, you’ll learn how...

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