Case studies

Case studies

ABOUT

Collection of case studies in data science, machine learning, and applied AI that are self-initiated, self-taught, and that I autonomously carried out to completion.

It aims to help someone deliberately apply techniques, metrics, processes and everything in between to real-world problems with an emphasis on the strategic and tactical implications of the choices made at each step.

After completion, someone will have gained a reflex for strategic, tactical, and deliberate thinking about real-world problems.

DOMAINS

Fraud detection

TOOLS

Python, Pandas, Seaborn, NumPy, Matplotlib

TECHNIQUES

SVM (Linear), SVM (RBF), Decision Tree Classifier

This project is ongoing, check back soon for more.

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