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muriel kosaka's Projects

airpassengers_timeseries icon airpassengers_timeseries

Demonstrating the efficiency of pmdarima’s auto_arima() function compared to implementing a traditional ARIMA model.

classification_model icon classification_model

Create a classification model that will correctly predict whether a person will make over the median income based on different attributes.

coursera_capstone icon coursera_capstone

Capstone project for Data Science Specialization Certificate offered by IBM Coursera

covid19_timeseries icon covid19_timeseries

Time Series analyses on the COVID19 Dataset provided by Johns Hopkins University

heartdisease_classification icon heartdisease_classification

Utilizing classification models and ensemble methods to achieve high accuracy in determining if an individual has heart disease or not.

mnist_pca_cnn icon mnist_pca_cnn

Preprocessing MNIST data with PCA to build more efficient CNN model.

movie-industry-analysis icon movie-industry-analysis

Analyzing data webscraped from BoxOfficeMojo to determine factors that impact a movies success at the box office by exploring films from 2018 and 2019.

python_basics icon python_basics

Explaining the basics of Python concepts -- Objects and Classes, and Generators

unirest-python icon unirest-python

Unirest in Python: Simplified, lightweight HTTP client library.

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