Learn the key differences between martingales and random walks in finance. Includes intuitive examples, asset pricing theory, and Python code.

Learn how to estimate the value of π using Monte Carlo simulation in Python. A step-by-step guide with math, code, and visualization.

Learn how to estimate Bitcoin's volatility using the Parkinson estimator in Python with Binance data. Includes theory, implementation, and comparisons to classic volatility measures.

Learn how to estimate and forecast Bitcoin volatility using GARCH models in Python with Binance data.

Learn how to estimate Bitcoin's realized volatility using the EWMA method in Python with Binance data.

Learn how to fetch Binance candlestick data and store it efficiently using HDF5 in Python. Discover the Binance API and how to keep your data process scalable.