Unraveling Data
Analyzing NBA Officiating Decisions Using SQL and Data Visualization
I am currently working on a project, where I am utilizing SQL and data visualization techniques to analyze NBA officiating decisions. Beginning with data collection and preparation, I loaded NBA Last Two Minute Reports (L2M) data into a structured format using DuckDB and Pandas. Through exploratory data analysis (EDA) with SQL queries, I examined the distribution and frequency…
Keep readingCompleted Two Projects
I just finished my Winter quarter at UC San Diego and was able to create 2 Machine Learning Final Projects. My first project was an Unsupervised Machine Learning project where our group looked into FIFA 24 players. We employed dimensionality reduction and clustering techniques to group players into positions based on their playing styles and attributes. By leveraging…
Keep readingHello World.
Welcome to Unraveling Data, a blog dedicated to chronicling my adventures in the dynamic realm of data science, analysis, and machine learning. Here, I invite you to join me on an exciting journey as I delve into the intricate world of ones and zeros, where raw data transforms into actionable insights, and algorithms shape the future. In this…
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Shay Samat 