Ehsan NabatchianOptimizing Random Forest Models: A Deep Dive into Hyperparameter Tuning with OptunaIn this project, I’ll leverage Optuna for hyperparameter tuning optimization. Utilizing Seaborn’s life expectancy dataset, I aim to guide…Feb 53Feb 53
Ehsan NabatchianWorld Population EDAFor this project, I’ve collected data from Kaggle, covering world population trends from the 1970s to 2022. Following some data cleaning…Jan 18Jan 18
Ehsan NabatchianMachine Learning Model Comparison On Customer ChurnThis project serves as a comprehensive guide to building, tuning, and evaluating machine learning models for predicting customer churn…Jan 16Jan 16
Ehsan NabatchianExploring Time Series Prediction of Energy Consumption Using XGBoost and Cross ValidationIn this project, we leverage a comprehensive dataset of hourly energy consumption spanning over a decade, obtained from Kaggle. Our…Jan 102Jan 102
Ehsan NabatchianExploring Economic Insights with Python: A Journey with FRED APIIn the vast realm of economic data, leveraging Python’s capabilities becomes crucial. This article explores my journey with the Federal…Dec 31, 2023Dec 31, 2023
Ehsan NabatchianNavigating the Ultramarathon Odyssey: A Deep Dive into USA Events in 2022As an avid runner, my passion for half marathons and 10k runs led me to embark on an extensive exploration of ultramarathon races in the…Dec 30, 2023Dec 30, 2023
Ehsan NabatchianDesigning an Interactive Coffee Sales Dashboard in Microsoft Excel: A Step-by-Step GuideIn this walkthrough, I’ll guide you through the creation of an interactive Excel dashboard that visualizes coffee sales data across three…Dec 23, 2023Dec 23, 2023