kvn-dtrx — Data Science and Machine Learning

My Data Science and Machine Learning Projects

A Concise Guided Tour

Kevin Dietrich

In the following slides, I briefly present the projects I completed during my Data Science and Artificial Intelligence course.

Signal Sigma

Data Science Capstone Project: Financial forecasting pipeline using Temporal Fusion Transformer with engineered features, probabilistic predictions, and an interactive Streamlit dashboard.

→ View the project

Flight Delay Prediction

Data Science ML Project: Prediction of Flight Delay Duration with CatBoost, a gradient boosting method suited for scenarios where the majority of features are categorical.

→ View the project

→ Compare with this challenge

Pima Diabetes

Data Science Classification Project: Prediction of diabetes status among the Pima people based near Phoenix, Arizona, using a decision tree classifier.

→ View the project

→ Compare with this challenge

King County House Prices

Data Science EDA Project: An exploratory data analysis of house prices in King County, Washington, inferring purchase and sale recommendations for a hypothetical client.

→ View the project

→ Compare with this challenge

</projects>

Contact

Website:	https://kvn-dtrx.github.io
GitHub:	https://github.com/kvn-dtrx
LinkedIn:	https://linkedin.com/in/kvn-dtrx
Email:	mailto:kevin.dietrich+github@protonmail.ch
PGP:	Available below

PGP