Lab
The online platform to learn modern quantitative finance with diverse learning channels for diverse learning styles
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Video lectures
439 lectures
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Theory
1,648 pages
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Case studies
1,243 cases
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Data animations
205 clips
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Code
107,294 lines
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Documentation
672 pages
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Slides
2,972 slides
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Exercises
1,166 exercises
Video clips on the topics
Your aid to learn by listening
Your aid to learn by listening
Video lectures 439 walk-throughs of ARPM Lab topics
An encyclopedia of Modern Quantitative Finance
Your resource to learn by abstract principles
Your resource to learn by abstract principles
Theory 1,648 pages of explanations with formulas
Applications to practice beyond the Theory
Your tool to learn by real-world examples
Your tool to learn by real-world examples
Case studies 1,243 large scale analytics with real data
Simulations from data using code
Your device to learn by visualization
Your device to learn by visualization
Data animations 205 visualizations of complex models in motion
One pseudo-code for all coding languages
Your medium to learn step by step
Your medium to learn step by step
Documentation 672 pages of language-neutral pseudo-code
Summary of all the learnings
Your source to learn by key items
Your source to learn by key items
Slides 2,972 multimedia summaries of all the materials
Derivations to support the analytical results
Your guide to learn by induction
Your guide to learn by induction
Exercises 1,166 analytical derivations to support the Theory
An encyclopedia of Modern Quantitative Finance
Your resource to learn by abstract principles
Your resource to learn by abstract principles
Theory 1,648 pages of explanations with formulas
Applications to practice beyond the Theory
Your tool to learn by real-world examples
Your tool to learn by real-world examples
Case studies 1,243 large scale analytics with real data
Simulations from data using code
Your device to learn by visualization
Your device to learn by visualization
Data animations 205 visualizations of complex models in motion
One pseudo-code for all coding languages
Your medium to learn step by step
Your medium to learn step by step
Documentation 672 pages of language-neutral pseudo-code
The code "documentation"
Full control over your scripts
Each function, script and param explained in detail
Summary of all the learnings
Your source to learn by key items
Your source to learn by key items
Slides 2,972 multimedia summaries of all the materials
Video clips on the topics
Your aid to learn by listening
Your aid to learn by listening
Video lectures 439 walk-throughs of ARPM Lab topics
Derivations to support the analytical results
Your guide to learn by induction
Your guide to learn by induction
Exercises 1,166 analytical derivations to support the Theory
Overview
The ARPM (Advanced Risk and Portfolio Management) Lab is a constantly updated online platform for learning and teaching modern quantitative finance. The ARPM Lab spans the entire spectrum of Modern Quantitative Finance, across asset management, banking, and insurance, from the foundations to the most advanced developments.
In one framework and relying on one consistent notation, the ARPM Lab facilitates connections across disparate topics, and covers:
In one framework and relying on one consistent notation, the ARPM Lab facilitates connections across disparate topics, and covers:
- All the major asset classes: equities (public/private), fixed income, credit, currencies, alternatives, high-frequency, enterprise, etc.
- The most advanced techniques: data science and machine learning, factor modeling, portfolio construction, algorithmic trading, investment risk measurement, liquidity modeling, enterprise risk management, etc.
Organization of the ARPM Lab
The quantitative business process is enabled by Factor Models and Learning and supported by a Quant Toolbox of techniques necessary to tackle these topics.
Learning the ARPM Lab by topic
The exhaustive body of knowledge of the ARPM Lab is best learned through four Learning Modules
This is what we do in the ARPM Bootcamp and in the ARPM Marathon. The same four modules are tested in the exams of the ARPM Certificate, which proves proficiency across all the parts of the ARPM Lab.
Learning the ARPM Lab by channel
Different people learn in different ways. To facilitate the different learning styles of disparate audiences,
the ARPM Lab is accessible via 8 interconnected Learning Channels:
The interconnections among the channels maximize the effectiveness of unstructured, “bottom-up” learning, which does not follow the recommended dependencies of the four Learning Modules.
For instance, one may land on a piece of interactive code, and follow the code forward and backward across different topics; or switch to the theory on that topic to deepen understanding, or watch a video first, and then try an exercise.
The interconnections among the channels maximize the effectiveness of unstructured, “bottom-up” learning, which does not follow the recommended dependencies of the four Learning Modules.
Video lectures
Code
Exercises For instance, one may land on a piece of interactive code, and follow the code forward and backward across different topics; or switch to the theory on that topic to deepen understanding, or watch a video first, and then try an exercise.
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