Machine Learning Project 🐍 | Loan status Prediction App
365
Published 2023-09-26
Python machine learning loan status prediction app
Time Stamp:
Import Libraries - 00:10
Loading csv file - 01:27
Check for null values - 02:11
Data manipulation - 02:30
Drop null values - 03:37
Label encoding - 04:03
Encoding all categorical values - 05:15
Separating labels and features - 09:03
Train Test Split - 10:36
Initialize the SVM model - 12:58
Train the model - 13:25
Model evaluation - 13:54
Precision, recall and f1 score - 17:00
Making predictions - 20:01
Creating a test csv for predictions - 22:27
Saving the model - 26:10
Creating the user interface app - 25:57
Import necessary libraries - 27:50
Loading the model - 28:12
Create loan prediction function - 29:10
Create main function - 30:07
Create a title - 30:22
Getting user inputs - 30:42
Create a button - 35:21
Run the app - 37:30
Putting values into app for prediction - 39:35
#datascience #dondata #machinelearning
All Comments (2)
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Can you please provide the source code link
