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TOUIL NIHEL's Projects

final-project-house-sales-in-king-county-usa- icon final-project-house-sales-in-king-county-usa-

Final Project on Data Analysis Course by IBM. It involves analyzing the dataset using predefined functions, and going more in depth visualizing the data with Seaborn, and finally using the linear regression model in a pipeline, as well as Ridge regression with scikitlearn.

regression-model-with-keras- icon regression-model-with-keras-

building a regression model using the deep learning Keras library, and then experimenting with increasing the number of training epochs and changing number of hidden layers and observing how changing these parameters impacts the performance of the model.

web-dashboard-with-plotly-dash icon web-dashboard-with-plotly-dash

In this IBM Data Visualization course project, I built a web dashboard showcasing flight delay statistics for different airlines. Users can select a year to view the average delay times for carrier, weather, NAS, security, and late aircraft delays. The dashboard offers insights into airline performance over time.

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