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azimkamal's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

covid19-public icon covid19-public

Official data on the COVID-19 epidemic in Malaysia. Powered by CPRC, CPRC Hospital System, MKAK, and MySejahtera.

flight-delay-prediction icon flight-delay-prediction

This is my first Data Science Project. It consists of my approach in Predicting Flight Delay using Machine Learning Model. This project includes Data Cleaning, Exploratory Data Analysis, Modeling and Model Evaluation

lego-bricks-data icon lego-bricks-data

All of the available items from LEGO Pick-A-Brick service, in JSON format. Last updated 20-09-2017.

market-segmentation-using-kmeans-clustering icon market-segmentation-using-kmeans-clustering

This is a simple Market Segmentation Analysis using K-Means Clustering. The dataset is based on the customers satisfactions and loyalty to determine different clusters that can be obtained from that data. Finally, we can find traits of customer segments by analyzing the characteristics of the clusters.

prediction-of-covid-19-infection-based-on-symptoms-possessed icon prediction-of-covid-19-infection-based-on-symptoms-possessed

COVID-19 continues to pose a critical and urgent threat to global health. The outbreak in early December 2019 that originated in Wuhan, China has had devastating impacts on the global population and has overwhelmed advanced healthcare systems worldwide. To mitigate the burden on healthcare systems, we proposed several machine-learning models that predicts a positive COVID-19 infection based on symptoms possessed by the patient, utilizing Decision Tree and Logistic Regression classifier.

third-wave-covid-19-and-healthcare-locator-in-malaysia icon third-wave-covid-19-and-healthcare-locator-in-malaysia

Malaysia has flattened the Covid-19 curved in late May or early June 2020. During that time, Malaysia’s Government has introduced the Recovery Movement Control Order (RMCO), stating that we are at the recovery phase after the Covid-19 outbreak in Malaysia. In late September, Malaysia entered the Third Wave Covid-19 phase where there is a huge spike of cases that is originated from Sabah and subsequently were spread throughout the country.

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