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Aaron Jude's Projects

artificial-intelligence icon artificial-intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities of the human mind.

candidate-status-analysis icon candidate-status-analysis

One of the challenges faced by any IT company is about 30% of the candidates who accept the jobs offer do not join the company. This leads to huge loss of revenue and time as the companies initiate the recruitment process again to fill the workforce demand. This project builds a model can be used to predict the likelihood of a candidate joining the company.

real-estate-analysis-and-prediction icon real-estate-analysis-and-prediction

One of the most important part in Real estate business is variation of the land price over different factors. The above data has been collected over past few years in order to analyze the variation of price over different physical factors and predicting using a simple regression technique.

sales-analysis-and-prediction icon sales-analysis-and-prediction

The data scientists at BigMart have collected 2013 sales data for 1559 products across 10 stores in different cities. Also, certain attributes of each product and store have been defined. The aim is to build a predictive model and find out the sales of each product at a particular store. Using this model, BigMart will try to understand the properties of products and stores which play a key role in increasing sales.

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