Building Machine Learning Web App with Streamlit (DataScience Project-Hepatitis Mortality Predictor)
In this tutorial we will continue with our Data science project and build a machine learning web app using Streamlit and Python for Hepatitis Mortality Prediction.NB:: Pls the outline is below.
Udemy Course : Building ML Web Apps
Official Docs:
==Code==
Outline
5:35 App Structure
6:10 Basic Layout
9:50 Login Section
15:00 Signup Section
17:40 Database Connection For Login
21:11 Hashing Password For Signup
29:31 Plots and Data Viz Section
35:40 Prediction Section
59:25 Making the Prediction User-friendly
1:00:40 Prediction Probability
1:05:05 Simple Interpretation with Lime
1:08:09 Conclusion & Summary
Learn Streamlit:
Get More Here - Building ML Web Apps(Mega Course)
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J-Secur1ty JCharisTech
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