Portfolio

Some fun data analytics projects

Estimating the value of pi

We use \(\pi\) (pi) in various calculations. \(\pi\) is an irrational number and its value is the ratio of the circumference of a circle to its diameter. In calculations…

Loan Schedule

We generally buy an asset on loan. In order to repay the loan, we have to pay Equated Monthly Instalment (EMI). Every EMI payment contains a principal component and interest…

Predicting bank marketing success

I found this dataset on UCI machine learning repository which gives bank marketing data for a Portuguese banking institution. The goal is to predict if the client will…

Predicting productivity in garment factory

I found this dataset on UCI machine learning repository which gives the dataset regarding the productivity in a garment factory. One variable measures the target…

Predicting Abalone age using Poisson Regression

I found this dataset on UCI machine learning repository which gives the dataset measuring the characteristics of Abalone. The goal is to predict the age of Abalone which is…

Predicting Wine Quality

I found this dataset on UCI machine learning repository which gives the dataset related to red and white variants of the Portuguese “Vinho Verde” wine which has…

Predicting fuel consumption (MPG) of cars

I found this dataset on UCI machine learning repository which gives the dataset regarding the car features along with fuel consumption. The goal is to predict the fuel…

Predicting car price

I found this dataset on UCI machine learning repository which gives the dataset regarding the car features along with price. The goal is to predict the car price indicated…

Predicting Gallstone Disease

I found this dataset on UCI machine learning repository which gives gallstone disease identification data. First, we look at the exploratory data analysis and later try to…

Identify Penguin species

I found this dataset on UCI machine learning repository which gives the dataset for 3 penguin species in the islands of Palmer Archipelago, Antarctica. It has some basic…

Common Interview Questions

Some commonly asked interview questions in Statistics / Machine Learning / Artificial Intelligence

Office Room Occupancy

I found this dataset on UCI machine learning repository which gives the dataset for predicting the room occupancy in office using variables like temperature, humidity…

Breast Cancer Detection

I found this dataset on UCI machine learning repository which gives the dataset for breast cancer detection. It has 10 basic variables which indicates different aspects of…

Credit approval

I found this dataset on UCI machine learning repository which gives the credit approval dataset for a Japanese credit agency. The variable names have been changed to generic…

Predictive model for house price using Gaussian Process regression

Good houses are always in demand. However in the recent times, the price of house has increased exponentially. It will be interesting to identify the factors affecting the…

Rating of cereals based on nutritional information

Cereals are commonly consumed for breakfast and there are plenty of options available for cereals. I found this dataset on Kaggle which gives the nutritional information…

Cereals nutritional information

Cereals are commonly consumed for breakfast. But how good are they in terms of the nutritional value? Can we predict the calories based on the nutritional contents ?

Starbucks food nutritional information

Starbucks is one of the most valued coffee chain in the world. A lot of people like to consume the food available at starbucks. But how good are they in terms of the…

Starbucks beverages nutritional information

Starbucks is one of the most valued coffee chain in the world. A lot of people like to consume the beverages available at starbucks. But how good are they in terms of the…

Cherry Blossom prediction using Time Series

Cherry Blossom is one of the most scenic visuals one can experience. Cherry blossom season marks the arrival of spring season and can be considered as transition from winter…

Does the best team win the Indian Premier League ?

Indian Premier League (IPL) is an annual cricket league which is played under the T20 format. It was started in the year 2008 and has quickly gained popularity among cricket…

Comparing batting averages of the fabulous four players of Indian test cricket by opposition

Sachin Tendulkar, Rahul Dravid, Sourav Ganguly and VVS Laxman are usually dubbed the faboulous four of Indian cricket team. In the late 1990’s and early 2000’s, these…