Lab
Multi-channel E-textbook on
Machine Learning and Quantitative Finance
E-Textbook
Lab - Overview
The Lab is a multi-channel e-textbook, designed to be the complete study resource for the ARPM curriculum:
Machine Learning
Quantitative Finance
The Lab comprises Theory and Case Studies, supported by Code, Animations, Slides, Proofs, and Exercises, cross-referenced and mutually integrated, presented in unified, succinct mathematical notation.
Theory
An encyclopedia of Modern Quantitative Finance
Your resource to learn by abstract principles
2,784 pages of explanations with formulas.
Case studies
Applications to practice beyond the Theory
Your tool to learn by real-world examples
9 large scale analytics with real data.
AI tutor
An interactive chatbot to search, summarize, and explain all the Lab
Your channel to ask and be answered in real time
10 million vectors of proprietary content.
Code
Python coding language, no installation
Your environment to learn by doing
68,144 lines of Python code.
Animations
Simulations from data using code
Your device to learn by visualization
196 visualizations of complex models in motion.
Proofs
Proofs to support the analytical results
Your guide to learn by induction
1,823 analytical derivations to support the Theory.
Exercises
Exercises pen & paper and codes
Your test to verify your knowledge
200 analytical exercises to verify the Theory.
