Frequently Asked Questions

General Questions

Q: Can I take only the Python & SQL module?

A: Absolutely. Layer 1 is designed specifically for students who need to be “Industry Ready” for campus placements at firms like TCS, CTS, and Infosys. You don’t have to commit to the advanced AI modules if your immediate goal is a service-sector job.

Q: Do I need a high-end laptop for these courses?

A: No. Our New Town Hub is equipped with 400 Mbps high-speed fiber. We utilize Cloud-First environments for heavy lifting. As long as you have a basic machine that can run a browser, our infrastructure handles the rest.

Curriculum & Pedagogy

Q: What is the “Applied Data Science Lab”?

A: Modeled after the WorldQuant University approach, this is a results-oriented module. We focus on Applied Logic rather than complex derivations. If you can handle basic algebra and statistics, you can succeed here.

Q: What is the “Deisenroth Style” in Layer 5?

A: We follow the curriculum of Mathematics for Machine Learning. Unlike generic bootcamps, we bridge the gap between First-Principles Math and actual algorithmic code. This is what separates an Alpha Engineer from a library user.

The Founder’s Pipeline (Hedge Fund)

Q: How does the Hedge Fund hiring work?

A: PragmatikAlpha is a talent incubator for our Quantitative Hedge Fund. Top-performing students—specifically those who demonstrate mastery in Layer 5—will be fast-tracked for internship and job offers within the fund. Selection is strictly merit-based.

Q: Why do you teach the courses if you run a fund?

A: To find the best talent. The Indian education system often creates a “Math Gap.” I teach to bridge that gap and identify the sharpest minds in New Town to join my trading operations.

Credibility

Q: How is this different from other coaching centers?

A: PragmatikBunny is founder-led by an IIM-Ahmedabad Alumnus with 15 years of Computer Engineering experience. You aren’t just learning “theory”; you are learning the “Professional Reality” of how systems and capital are managed.