Projects

• Fuel usage
• Tickets issued
• Electric car motor temperature
• Kidney diseasess
• New York airbnb data

Methods used

• EDA
• Visualisation
• Differenent Models
• Hyperparameter tuning
• Clustering

Examples

Find distribution of data using a histogram

See correlations of data using a Heatmap

Visualize Normal distribution of data and improve it

Find optimal size of clusters with elbow method

Visualize 3 - 5 dimensional clusters

Automate the process of hypertuning params

ML using XGBoost