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1. ADM-HW1 ADM-HW1 Public

   This repository contains the homework for the first assignment of the Algorithmic Methods of Data Mining course at Sapienza University of Rome.

   Jupyter Notebook

2. ADM-HW2 ADM-HW2 Public

   This repository contains a comprehensive exploratory data analysis on a dataset about books and their authors. The analysis aims to extract insights about genres, authors, publication dates, rating…

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3. ADM_HW3_Group3 ADM_HW3_Group3 Public

   Code and analysis for building a search engine to retrieve and rank master's degrees. Implements data collection, preprocessing, inverted indexing, conjunctive queries, custom scoring, and map visu…

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4. ADM_HW4_Group3 ADM_HW4_Group3 Public

   This repository contains code and analysis for a homework assignment on recommendation systems and clustering algorithms in Python. Implements techniques like minhash, LSH, feature engineering, dim…

   Jupyter Notebook

5. ADM_HW5_Group21 ADM_HW5_Group21 Public

   The "ADM_HW5_Group21" repository focuses on analyzing citation networks in academic research using graph analysis. It includes a Jupyter Notebook with homework solutions, Python scripts for backend…

   Jupyter Notebook

6. FDS_HW1 FDS_HW1 Public

   Interactive Jupyter Notebook for the 'Fundamentals of Data Science' course, covering image filtering, edge detection, and object identification techniques, with detailed examples and solutions.

   Jupyter Notebook