Neha Pothina
Projects
Spam Filter
Comparing the accuracy of KNN and SVM based spam filters using Python.
Movie Reviews Analysis
Analysis of movie reviews and ratings using Naïve Bayes Classification algorithm
Boston Housing Analysis
Boston housing prices data analysis using Nearest Neighbors and kNN algorithms, and PCA to reduce dimensionality of the data.
Flights analysis
Exploratory analysis of the nyc-flights2013 Dataset.
2016 Election analysis
Exploratory analysis of the 2016 election results to understand the trend of the results over the years, and using logistic regression to determine the components that impact an election result.
Titanic Data Analysis
Exploratory analysis of the titanic data set, and using regression methods for prediction of survival.