Category: Financial NLP
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Part 5: Automating Earnings Call Summarization with LLMs
Build an automated LLM pipeline for SEC filing summarization: EDGAR API retrieval, section-aware chunking, structured extraction, and hallucination safeguards for financial NLP.
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Part 3: Decoding Central Bank Speeches with NLP (Fed Meetings)
Analyze Fed communications with NLP to predict policy signals. Build sentiment classifier, topic models, and Fed Sentiment Index correlated with markets.
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Part 2: Mapping Market Volatility to Global News Headlines
Correlate news sentiment with market volatility using FinBERT. Event studies, Granger causality tests, and time-series analysis on 6000+ stocks dataset.
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Part 1: Sentiment Analysis of Financial News using FinBERT
Learn how FinBERT transforms financial news into quantified sentiment signals. Practical guide to NLP-based trading with transformers, including dataset analysis and pipeline implementation.