Aditya Kritwik's repositories
MelanomaDetection
Melanoma is a type of cancer that can be deadly if not detected early. It accounts for 75% of skin cancer deaths. A solution that can evaluate images and alert dermatologists about the presence of melanoma has the potential to reduce a lot of manual effort needed in diagnosis. Created a CNN model, which can accurately detect 9 classes present in the dataset.
Telecom_Churn_Prediction
Prediction of churn in Telecom industry.
AdvancedRegression_HousePricePrediction
A US-based housing company named Surprise Housing has decided to enter the Australian market. The company uses data analytics to purchase houses at a price below their actual values and flip them on at a higher price. For the same purpose, the company has collected a data set from the sale of houses in Australia. The company is looking at prospective properties to buy to enter the market. You are required to build a regression model using regularisation in order to predict the actual value of the prospective properties and decide whether to invest in them or not.
Ecommerce_LinearRegression
To analyze which variables affect the total amount spent by customers
Lending-Club-Loan-Default-Analysis
You work for a consumer finance company which specializes in lending various types of loans to urban customers. When the company receives a loan application, the company has to make a decision for loan approval based on the applicant’s profile. Two types of risks are associated with the bank’s decision: If the applicant is likely to repay the loan, then not approving the loan results in a loss of business to the company If the applicant is not likely to repay the loan, i.e. he/she is likely to default, then approving the loan may lead to a financial loss for the company.
Virat-Kohli-Data-Analysis
Analyse Virat Kohli's Performances over the years
Footwear-and-Crypocurrency-Data-Analysis
Analysis of 2 different datasets.
Data-Visualisation-Case-Study
Google Play store Data Visualisation for Checking factors influencing Ratings
Investment_Analysis
The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively.