Summary
Highlights
This video introduces a new video series focusing on algorithmic trading using Python. The course will teach how to create, implement, test, and optimize live trading algorithms for distribution on algorithmic trading platforms, specifically QuantConnect. It highlights the platform's integrated development environment for creating algorithms directly on their website without additional software.
The series will provide insights into actual trading algorithms, ranging from basic beginner strategies to machine learning algorithms. All code will be available via links in the description. The course is platform-agnostic, meaning it can be applied to various financial instruments like stocks, bonds, forex, crypto, CFDs, options, and futures. Initially, the focus will be on equities as a starting point.
QuantConnect offers accessible and free historical financial data for backtesting, including daily data and minute-level data for various assets. This provides a significant advantage for algorithmic trading developers to test their strategies effectively.
The course will utilize external libraries like Pandas, NumPy, Scikit-learn, and sentiment analysis tools, all integrated into QuantConnect's environment. The platform's flexibility allows users to create virtually any trading strategy they envision.
To begin, users need to create a free QuantConnect account (link in description). A premium account offers additional benefits like cloud-based backtesting and live trading. The course will guide users through the platform's features, including algorithm creation, backtesting, and live trading.
The course will cover Python programming fundamentals, including conditions, control flow, functions, and object-oriented programming. It aims to make these concepts as simple as possible. The QuantConnect community forum is a valuable resource for support and discussions.
While the course focuses on programming, it also acknowledges the importance of basic trading and finance topics. It will cover aspects like long/short strategies and market structure. The next video will delve into the development process and how trading algorithms function.