Learning Dashboard

Quant Research (QR) Track

Learning Dashboard

The shortest path from raw talent to elite quant performance. Welcome back, Jane.

Overall Completion

42%
Modules
12 / 45
Hours Watched
84h
Problems Done
148
Current Streak
14 Days🔥
Next Lesson
Central Limit Theorem

Curriculum Architecture

A structured progression through the core quant disciplines.

Classic Probability

Both

Foundational probability concepts, combinations, and betting games.

8
4
6
12h

Fast Math

QT

Mental math techniques and number theory for rapid execution.

5
3
4
8h

Geometry & Probability

Both

Spatial reasoning and geometric probability problems.

6
4
5
10h

Market Making & Fermi

QT

Pricing, making markets, and estimation techniques.

7
5
6
14h

Calculus

QR

Optimization and continuous probability applications.

4
2
3
10h
6

Statistics

QR

Statistical inference, distributions, and regression models.

12
6
8
20h
Central Limit Theorem and Law of Large Numbers
The four moments
Hypothesis testing
Normal, uniform, and common distributions
OLS: theory
OLS: appliedCurrent
MLE: theory
MLE: applied
Random variables: probability
Random variables: convolutions
Random variables: matrices
MCMC simulations

Linear Algebra

QR

Matrix operations, eigenvalues, and random matrix theory.

8
4
5
15h

Machine Learning

QR

Advanced modeling, feature selection, and architectures.

10
5
6
18h

Video Learning System

Institutional-grade lectures and conceptual walkthroughs.

Continue Watching
45:20
Statistics•Dr. A. Chen•QR Track

The Four Moments: Skewness & Kurtosis

Deep dive into higher-order moments and their implications for tail risk and strategy development in quantitative research.

65% completed

Up Next in Statistics

38:15

Hypothesis Testing: Practical Applications

Lecture
55:30

Implementing OLS from Scratch

Coding
Lecture
38:15

Hypothesis Testing: Practical Applications

Statistics•Dr. A. Chen
Strategy
22:40

Market Making on Queues

Market Making & Fermi•J. Smith
Walkthrough
18:05

100 Prisoners Problem Breakdown

Classic Probability•M. Davis
Coding
55:30

Implementing OLS from Scratch

Statistics•Dr. A. Chen

Recommended Next Steps

Lecture

The Four Moments

Statistics Module

Problem Set

Hypothesis Testing Drills

15 questions • 30 mins

Review

Market Making on Queues

Based on recent weakness

Coding

Implement OLS

Python 3.10+ environment

Conceptual Mastery

Featured Walkthrough

The 100 Prisoners

Build intuition, not just formulas. Master probability through interactive visual explanations. We break down complex quant riddles into step-by-step logical progressions.

Q
Phase 2: The Strategy

If each prisoner opens the box corresponding to their own number, and then follows the cycle, what is the probability that all 100 find their number?

Answer Hint~31.1%