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Shashank Mishra's Projects

cp-1_hotel-booking-analysis icon cp-1_hotel-booking-analysis

It is a Capstone project. This repository contains analysis regarding the Hotel Booking data for period of 2015-2017.

cp2_ted-talk-views-prediction icon cp2_ted-talk-views-prediction

It is a Capstone project. A regression model has been built using Random Forest, which can predict views for TED talk videos. The data file contains 4000+ records.

cp3_cardiovascular-risk-prediction icon cp3_cardiovascular-risk-prediction

It is a Capstone project. A model has been created to predict for the heart diseases. It can be very useful for the health sector as cardiovascular diseases are rapidly increasing. The record contains patients' information. It includes over 4,000 records and 15 attributes.

tsf_task-1_student-percentage-score-prediction icon tsf_task-1_student-percentage-score-prediction

The Student Percentage Score Prediction project in data analysis aims to develop a predictive model that estimates the percentage scores of students based on their study hours. It is a simple project.

tsf_task-5_indian-premier-league-exploratory-data-analysis icon tsf_task-5_indian-premier-league-exploratory-data-analysis

This EDA project on the Indian Premier League (IPL) involves analyzing a dataset containing historical match data to identify successful teams, key performance trends, and insights, leveraging techniques like data visualization and statistics. The analysis is based on a TSF IPL dataset of 10 years.

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