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hanashah-01

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hanashah-01's Projects

cardiotocography icon cardiotocography

k-Nearest Neighbours and Decision tree models are used to predict the fetal state of patients based on the cardiotocography dataset and both models are compared.

cinema-booking-app icon cinema-booking-app

FlixPrime, an Android application for booking movie tickets that is simple to use and has an appealing user experience.

dfa-place-name-finder icon dfa-place-name-finder

An implementation of a Deterministic Finite Automata (DFA) to recognise various place names in a text, which includes regions, subregions, seas, countries, and states.

gradient-descent icon gradient-descent

Using gradient descent algorithm to estimate (train) the weights of a linear regression model.

graph-functions icon graph-functions

Apply basic graph functions to a directed weighted graph. The graph is implemented using an adjacency list.

long-covid-text-analysis icon long-covid-text-analysis

An NLP project that focuses on exploratory text analysis on a Reddit posts dataset to determine the most common Long Covid symptoms experienced by people with history of Covid-19. The Python code contains of acquiring, cleaning and visualizing the text data. The analysis is done using AntConc.

oecd-countries-housing-prices-data-analysis icon oecd-countries-housing-prices-data-analysis

Conducted exploratory data analysis on the dataset to generate insights on the housing price indices in OECD countries. Also, built an effective and reliable predictive model to predict the housing price index based on the housing prices data at OECD countries from 2020 to 2022 using a multiple linear regression model.

quick-sort-in-python icon quick-sort-in-python

Implemented the quick sort algorithm to sort the strings in a word file lexicographically.

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