#CurrencyPairPrediction Clustering:- Clustering is an unsupervised machine learning technique that automatically groups similar data points together. In financial markets, clustering helps: • Group periods with similar behavior (e.g., trending markets vs. choppy markets). • Detect market regimes like: • Bullish phase • Bearish phase • High volatility regime • Low volatility regime • Risk-on/risk-off environments In short: Clustering maps different market moods without needing predefined labels.