Institutions Option Database Trading Part-4

Advanced traders use machine learning to forecast:

Option price movement

Volatility changes

IV spikes before events

Popular Models:
Random Forest → Trend direction.

LSTM (Deep Learning) → Predict future IV.

Logistic Regression → Probability of ITM expiry.

These are trained on millions of past trades using structured databases.