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datapre-processing

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End-to-end Machine Learning pipeline for real estate valuation using the King County Housing Dataset. Features advanced data preprocessing, feature engineering, and predictive modeling via Random Forest Regression in Python.

  • Updated Oct 27, 2026
  • Python

This repo contains the full pipeline for my Master's thesis at Yerevan State University (YSU), developed as part of the Data Science for Business master's program. The goal of this project is to build an end-to-end Retrieval-Augmented Generation (RAG) system using semantic search, LLMs, and fine-tuned embeddings on Armenian banks’ financial PDFs.

  • Updated Apr 28, 2025
  • Python

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