Exploratory Data Analysis of Data Science Salaries 2023 dataset from Kaggle

Exploratory Data Analysis of Customer Segmentation data for marketing analysis by using kaggle dataset

Data Exploration is the initial step in data analysis, where users explore a large data set in an unstructured way to uncover initial patterns, characteristics, and points of interest.

EDA of Online sales dataset

Upgrad and IIITB Assignment - Case study to understand the driving factors (or driver variables) that contribute to a loan default.

This project involves analyzing a hotel booking dataset to gain actionable insights and guide strategic decision-making for a hotel establishment.

Whenever customers purchase certain products from a store, it is important for the store to understand their buying patterns. This can help stores in better placement of specific products. The way to understand these patterns is called Market Basket Analysis.

Analyzing Demand Drivers for Yulu's Micro-Mobility: A Hypothesis Testing Study

Analyzing Gender-Based Spending Patterns: A Comprehensive Study of Walmart Inc. Customers

Strategic Analysis and Insights: Enhancing Netflix Content Strategy for Global Growth

Assisting Yulu, India's micro-mobility provider, in understanding factors influencing shared electric cycle demand. Employing statistical tests and analysis on a dataset to identify significant predictors and gauge their impact on cycle demand.

This project aims to analyze the AQI data using univariate and bivariate analysis techniques to understand the distribution, trends, and relationships within the data.

Descriptive Statistics 2023/2024

Predict whether a visitor to an e-commerce website will generate revenue by making a purchase during their session based on features such as the number of pages visited, session duration, type of visitor, operating system, browser, and other relevant attributes.

An ensemble of machine learning models for detecting fraudulent credit card transactions, utilizing advanced techniques for feature selection, data imbalance handling, and hyperparameter tuning.

Aerofit is a leading brand in the field of fitness equipment. Aerofit provides a product range including machines such as treadmills, exercise bikes, gym equipment, and fitness accessories to cater to the needs of all categories of people.

Perform an exploratory data analysis and provide actionable insights for a food aggregator company to get a fair idea about the demand of different restaurants and cuisines, which will help them enhance their customer experience and improve the business

Business Case: Walmart - Confidence Interval and CLT

Business Case : Aerofit - Descriptive Stats & Probability