When we think about building python-based data science apps, we think Flask. But there is a better option now. Streamlit.
Streamlit is a fantastic new tool that lets you create powerful & highly-interactive web apps for your machine learning projects with deceptively simple Python scripts. The best thing about Streamlit is that it doesn’t require any knowledge of web dev. If you know Python, you’re good to go!
In this talk, we’ll go through how to build a very simple Streamlit app step-by-step. I will also review the pros and cons of Streamlit, as regards to other popular Python web frameworks being used by Data Scientists and ML Engineers.
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