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Nikunj Patel's Projects

car-price-prediction-analaysis icon car-price-prediction-analaysis

A Chinese automobile company Geely Auto aspires to enter the US market by setting up their manufacturing unit there and producing cars locally to give competition to their US and European counterparts.

disaster-fund-distribution-analysis icon disaster-fund-distribution-analysis

HELP International is an international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities.

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In this competition, you'll be chasing down robots for an online auction site. Human bidders on the site are becoming increasingly frustrated with their inability to win auctions vs. their software-controlled counterparts. As a result, usage from the site's core customer base is plummeting

gdp-analysis-niti-aayog- icon gdp-analysis-niti-aayog-

NITI Aayog (National Institution for Transforming India) is a policy think tank of the Government of India; it provides strategic inputs to the central and the state governments to achieve various development goals. In the past.

global-warming-using-ridge-lasso icon global-warming-using-ridge-lasso

The organisation collects and maintains global data sets related to important macro-level socioeconomic variables, such as education, healthcare, environment change, etc. In this assignment, we will use the carbon dioxide emissions data set to predict the factors that contribute the most to global emissions.

lead-conversion-rate-analysis icon lead-conversion-rate-analysis

An education company named X Education sells online courses to industry professionals. On any given day, many professionals who are interested in the courses land on their website and browse for courses.

loan-fraud-detection-analysis-eda icon loan-fraud-detection-analysis-eda

In this case study, apart from applying the techniques you have learnt in EDA, you will also develop a basic understanding of risk analytics in banking and financial services and understand how data is used to minimise the risk of losing money while lending to customers.

master-in-ds-big_mart_sales_prediction- icon master-in-ds-big_mart_sales_prediction-

To find out what role certain properties of an item play and how they affect their sales by understanding Big Mart sales. In order to help Big-Mart achieve this goal, a predictive model can be built to find out for every store, the key factors that can increase their sales and what changes could be made to the product or storeโ€™s characteristics.

uber-supply-demand-gap-analysis icon uber-supply-demand-gap-analysis

The aim of analysis is to identify the root cause of the problem (i.e. cancellation and non-availability of cars) and recommend ways to improve the situation. As a result of your analysis, you should be able to present to the client the root cause(s) and possible hypotheses of the problem(s) and recommend ways to improve them.

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