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Amna 's Projects

data_viz.github.io icon data_viz.github.io

This project provides in-depth analysis of educational, health and military expenditures of G-20 countries using Google Visualization API.

event-extractor-nlp- icon event-extractor-nlp-

This script automatically retrieves all relevant information pertaining to a user inputed event from a large corpus of data.

nlp-speaker-identification icon nlp-speaker-identification

The aim of this project was to build a model, that given a sample line of dialog, could identify the character from a TV series most likely to have spoken it. The data set chosen for the project and published to Kaggle is 18 seasons worth of dialog from the animated Comedy Central series, South Park.

predicting-tip-amount-in-r icon predicting-tip-amount-in-r

Analyzed different factors contributing towards tipping behavior of New York Taxi passengers by scraping data in R, performing exploratory data analysis on it and then applying regression models to predict tip amounts with 82% accuracy rate.

time-series-analysis icon time-series-analysis

Applied different time- series models (Average, NaΓ―ve, Drift, Simple Exponential Smoothing, Holt- Linear, Holt-Winter, Linear Regression and Auto Regressive Moving Average (ARMA)) on the USA's monthly expenditure data set to best forecasts the future values.

vbd_cxr icon vbd_cxr

Detecting abnormalities in chest X-rays using object detection models. Secured rank 176 of 1277 participants (Top 14%)

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