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Manankumar Choraria's Projects

covid-vaccination-dashboard.github.io icon covid-vaccination-dashboard.github.io

This respository consists of India Covid Vaccination Dashboard built through Microsoft Power BI in dark UI. It represents the vaccination, and registrations of various states using various charts and cards of powerBI. The dataset is taken from the Cowin website of Indian government.

different-binning-methods-using-python icon different-binning-methods-using-python

The following repository describe the implementation of different binning methods in python. I have taken the dataset in the form of a list and performed equal binning, binning by mean, binning by median and binning by boundaries using math and numpy libraries.

five-point-summarization icon five-point-summarization

The following Repository Displays the use of five point Summary and as well as mean and mode using the Pandas and Numpy library with the help of linnerud dataset which is an inbuilt dataset in sklearn library. We have used Google colab for the illustration purpose.

normalizations_using_menu_driven icon normalizations_using_menu_driven

We have implemented Different types of normalizations techniques min-max normalization, Z-scale normalization, and decimal scaling normalization using menu- driven approach. We have used a user-input method for taking inputs from the user and perform normalization on the data value.

regression-models-comparison icon regression-models-comparison

The Following Repository Demonstrates the Comparison of Linear Regression and Multiple Linear Regression efficiency by using the housing prediction dataset. It also consists of the visualization of datasets and correlations among attributes of the dataset.

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