Titlebook: Web App Development and Real-Time Web Analytics with Python; Develop and Integrat Tshepo Chris Nokeri Book 2022 Tshepo Chris Nokeri 2022 Py

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Python Web Frameworks and Apps,Chapter . introduced you to interactive visualization using Plotly. This chapter introduces key Python web frameworks (i.e., Flask and Dash) and how they differ. Besides that, it provides practical examples and helps you get started with Python web app development.

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Dash into a Full Website,Prior chapters introduced building dashboards as web applications integrated with machine learning models. This chapter takes it a step further. After reading the contents of this chapter, you should be able to build important pages of a web app.

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Integrating a Machine Learning Algorithm into a Web App,This chapter introduces an approach to integrate machine learning models. It overviews linear regression, including ways to preprocess data and generate predictions. The chapter concludes by demonstrating a technique to implement machine learning in web apps.

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