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Deployment ready machine learning model to predict the math scores of students based on various features related to their demographics, background, and academic engagement.

Python 0.68% Jupyter Notebook 99.13% HTML 0.19%
data-analytics data-cleaning data-pipepline data-visualization model-deployment model-training-and-evaluation predictive-modeling regression-models

student-performance's Introduction

Hi ๐Ÿ‘‹, I'm Kiran Patil

A passionate Data Analyst from India

I am passionate about learning new technologies and applying them to real-world scenarios. I have completed several courses and certifications, such as Data at Amazon, Redshift SQL at Amazon,and Data Analytics, to enhance my skills and knowledge. I am confident in my ability to make a significant impact in any data-driven role. I am excited to leverage my skills and experience to help organizations achieve their goals and maximize their potential.

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student-performance's Issues

Found unknown categories [None] in column 1 during transform

When running the following in the environment

python app.py

and providing input data from the html form and clicked on predict the following error massage is raised

File "D:\github\mlproject-1st-end-to-end\src\pipeline\predict_pipeline.py", line 24, in predict
    raise CustomException(e,sys)
src.exception.CustomException: Error occured in python script name [D:\github\mlproject-1st-end-to-end\src\pipeline\predict_pipeline.py] line number [19] error message[Found unknown categories [None] in column 1 during transform]

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