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Akash kumar's Projects

air-quality-index icon air-quality-index

Webapp to predict the Air Quality Index of a region given climate conditions

car-price-prediction-highly-comprehensive-linear-regression-project- icon car-price-prediction-highly-comprehensive-linear-regression-project-

A Linear Regression model to predict the car prices for the U.S market to help a new entrant understand important pricing variables in the U.S automobile industry. A highly comprehensive analysis with detailed explanation of all steps; data cleaning, exploration, visualization, feature selection, model building, evaluation & MLR assumptions validity.

covid-19-exploratory-data-analysis icon covid-19-exploratory-data-analysis

Infectious diseases such as H1N1, SARS, Zika, and most recently the COVID-19 virus continue to pose a global threat. Currently, the world is witnessing a coronavirus pandemic that has affected almost every country on the planet. In such events, it is pertinent to spread information faster than the diseases spread themselves. The advent of the information age has proven to be effective in the field of epidemic intelligence. In this post, we will perform four different methods of exploratory data analysis on a corona-virus datasets. Let us proceed step-by-step.

credit-card-fraud-detection icon credit-card-fraud-detection

In this project we simply determine the fraudulent cases from credit card data . Datasets is taken from kaggle credit card dataset

datascience icon datascience

advance house price prediction kaggle problem using advance regression technique

datascience-ml icon datascience-ml

advance house price prediction using advance regression technique kaggle problem

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