My thoughts on web frameworks in Python and R (PyWebIO vs Streamlit vs R Shiny)

In this video, I will be sharing my thoughts on comparing the following web frameworks in Python and R particularly PyWebIO, Streamlit and R Shiny. These web frameworks allow the development of simple web apps that you can use to deploy your machine learning models or for creating interactive data-drive web apps.

⭕ Timeline
0:00 Introduction
0:40 PyWebIO and Streamlit for Python
0:52 Shiny for R
0:58 Additional web frameworks for Python (Django, Flask, CherryPy)
1:37 Available resources from YouTube on these web framework
4:26 Architecture of the libraries
– PyWebIO: input, output, session and platform
– Streamlit: input and output
– R Shiny: UI and server
8:06 Page layout
9:12 Which libraries have a navigation bar?
10:26 Gallery of example apps
12:09 Examples on using functions
16:48 Choosing the perfect web framework?

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#python #r