Enhance forecasting capabilities by utilizing Weekly Sales to accurately predict the demands faced by Walmart Stores across United States. Walmart is occasionally facing difficulty in meeting its demands due to low inventory. Aim of this project is to see the impact of Holidays on the Weekly Sales of Walmart Stores.

Focus: Exploratory Data Analysis, Hypothesis Testing, MultiLinear Regression, Optimization

Our analysis aims to improve understanding of passenger experience in air travel by identifying key factors influencing satisfaction and dissatisfaction. Using machine learning and data analysis on a large dataset of passenger, flight, and rating information, we seek to provide airlines with actionable insights to enhance customer satisfaction and overall travel experience.

Focus: Exploratory Data Analysis, Classification, Optimization

Photovoltaic cell characteristic is non-linear. This is due to the variation in the value of irradiance and temperature changes throughout the day, thus decreasing the output efficiency.
The objective of this project is to design and model the Particle Swarm Optimization assisted MPPT algorithm and enhance the efficiency of the photovoltaic system

Focus: Algorithm Development

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