#Bitcoin
3 posts tagged "bitcoin"
Part 1 — Crypto Quantitative Trading Part 1: Fundamentals and Essential Concepts
Comprehensive guide to crypto quantitative trading fundamentals. Explore market microstructure, data sources, technical indicators, and statistical analysis. Build production-ready data pipelines for Bitcoin and Ethereum with Python, pandas, and ccxt.
Part 2 — Crypto Quantitative Trading Part 2: Advanced Strategies and Backtesting Framework
Advanced guide to cryptocurrency trading strategy development and backtesting. Implement multiple strategy types, build robust backtesting frameworks, apply proper risk management, and evaluate performance with industry-standard metrics. Complete with Python implementations.
Building an Intelligent Bitcoin Trading System with AWS CDK and ML Models
Learn how to architect and deploy an intelligent cryptocurrency trading system on AWS using CDK, with historical price analysis, ML-powered predictions from AWS Bedrock and HuggingFace, and event-driven trade execution.