Although some programming background will be helpful, NO prior background is required! The course is designed to guide beginners step-by-step, while still offering deep insights for intermediate and advanced learners. We start from the fundamentals and build up to practical ML applications in trading.

Yes, Part 1: Tourmaline Trader™ is the foundational course that sets the stage for all the advanced modeling and trading techniques covered in Part 2: Amethyst Trader™. Particularly, Part 1 covers topics on preparing, exploring, and structuring market data using core machine learning workflows.

Part 2 of the course equips you with advanced modeling techniques like SVMs, Decision Trees, and Time Series analysis to build predictive trading systems.

Without the data preprocessing, feature engineering, and analytical mindset from Part 1, the advanced models in Part 2 won’t be effective or interpretable.

All you need is a computer with Python installed. We use Jupyter Notebooks and open-source Python libraries – no expensive tools or subscriptions required.

Both! You’ll not only understand the theoretical foundations of machine learning but also apply them directly through coding scenarios, data analysis, and backtesting exercises.

Not at all! This course is designed to be approachable for quantitative learners without requiring an advanced math background. We focus on building intuition and practical skills. That said, for those who are more mathematically inclined, we provide optional references and resources to dive deeper into the theoretical side. The course balances clarity with rigor, so you’re empowered to understand and apply powerful concepts without getting lost in equations.

Yes. You’ll gain a solid foundation in machine learning, quantitative analysis, and Python – all highly sought-after skills in quantitative finance, data science, and beyond.

Yes, our email support will be on standby whenever you need clarification or answers to anything crucial, even after you have completed the course.

In the near future, you will be added to a group chat, which is essentially a learning community formed by students who also took the Machine Learning for Trading Course Part 1: Tourmaline Trader™. There you’ll be able to share your trading or research ideas, ask meaningful questions, and engage in thoughtful discussions. This community is here to bridge any knowledge gaps and deepen your understanding beyond what’s covered in the course.

The price you see is already a steep markdown, intentionally set to make high-impact, professional-grade training accessible to aspiring traders around the globe. Your one-time enrollment unlocks lifetime access, future content updates, and exclusive proprietary algorithms (valued at $2,500+) at no additional cost. It’s a rare opportunity to invest once and grow continuously.

We apologize, but this option is not available at this moment.