Pranay Malhotra's repositories
forecasting_restaurant_reservations
Restaurant Reservations Predicted
Sberbank-Housing-Kaggle-Competiton-Solution
Solution of the Kaggle Sberbank Housing Solution that gives 60th rank in the private leaderboard
Predicting-Car-Prices
k Nearest Neighbors - Predicting car prices basis their automobile specifications.
Number-of-Bikes-Rented
Decision Trees & Random Forests - Predicting the number of bikes that will be rented basis historical data detailing weather, time and seasons.
Clustering-IPL-Batsmen-and-Bowlers
K-means-Clustering - Clustered the IPL batsmen and bowlers from 9 seasons according to their performance metrics - strike rate and economy rate, respectively.
Visualizing-Decade-Long-Airlines-Data
Data Cleaning & Visualization - Downloaded 6 different datasets from US Govt Transport Website and combined them to answer questions along with relevant visualizations.
NBA-player-career-lengths
Binary Classification - Predicting whether career of NBA players will last for more than 5 years or not basis their performance metrics.
TSA-Claims-Analysis
TSA lost your luggage? Here are the odds of getting compensated!
CIA-World-Population-Analysis
SQLite3 - Analysis of CIA World Population Database.
Winning-Jeopardy
Text Analysis - Analysing text from over 200,000 rows to find the likelihood of questions that are repeated in the Jeopardy TV game!
Predicting-Energy-Production
Linear Regression - Predicting the amount of electricity produced in a power generating industrial plant given values for atmospheric conditions.
Colleges-for-Maria
Data Cleaning - A project which takes all colleges in the US, and narrows down the suitable colleges by slicing, dicing and concatenating startup activity data and crime statistics.