Master algorithmic trading bots, forex trading strategies, crypto arbitrage, demo paper trading APIs, options volatility modeling, and automated execution with Python, Tradier & FinRL.
ai-trading
▶ 4:32:00
A complete, end-to-end applied engineering guide to architecting autonomous trading bots using DeepSeek-V4.1 for multi-modal signal reasoning, Tradier & CCXT for order routing, and a strict 3-tier risk-management kill-switch.
ai-trading
▶ 15:20
Ingest institutional market tick data, calculate vectorized exponential moving averages and RSI with Pandas, and backtest systematic trading strategies with Python and yfinance.
Move from theory to cash flow. Production-ready execution plans with code architectures and retainer formulas.
Harvest perpetual funding rate spreads across spot and derivative exchanges.
Statistical mean-reversion trading bot across tech equities using Kalman filters.
Microsecond bid-ask book queue pressure detection for institutional execution.