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  1. maths-for-ai maths-for-ai Public

    Essential mathematical concepts and implementations focused on clarity and understanding.

    Jupyter Notebook

  2. etf-holdings-analyzer etf-holdings-analyzer Public

    Analyze top ETF holdings, fetch historical prices, compute returns & risk metrics, and decompose market factors with PCA & SVD.

    Jupyter Notebook

  3. fin-news-extractor fin-news-extractor Public

    A scalable Python tool to extract, filter, and analyze large-scale financial news articles from Common Crawl News Crawl WARC files using advanced NLP techniques.

    Jupyter Notebook

  4. social-media-finance-sentiment social-media-finance-sentiment Public

    Analyze social media chatter on YouTube and Reddit to track real-time financial sentiment shifts. Connect APIs, scrape comments, count keyword mentions, and correlate sentiment trends with market d…

    Jupyter Notebook