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Lecture 7: Sequential Entropy Pooling
This lecture goes through Section 5.2 from Portfolio Construction and Risk Management book, presenting Sequential Entropy Pooling (SeqEP).
Aug 21
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Anton Vorobets
8
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Lecture 7: Sequential Entropy Pooling
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55:00
Lecture 6: Entropy Pooling
This lecture goes through Section 5.1 from Portfolio Construction and Risk Management book, introducing Entropy Pooling.
Aug 7
9
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Lecture 6: Entropy Pooling
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54:53
Lecture 5: Instrument Pricing
This lecture goes through Chapter 4 about instrument pricing from the Portfolio Construction and Risk Management book.
Jul 31
•
Anton Vorobets
10
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Lecture 5: Instrument Pricing
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1:09:06
Lecture 4: Resampling and Generative Machine Learning
This lecture goes through the investment simulation methods from the Portfolio Construction and Risk Management book.
Jul 24
•
Anton Vorobets
7
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Quantamental Investing
Lecture 4: Resampling and Generative Machine Learning
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1:24:48
Lecture 3: Investment Simulation Framework
This lecture presents the investment simulation framework from the Portfolio Construction and Risk Management book.
Jul 17
•
Anton Vorobets
10
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Quantamental Investing
Lecture 3: Investment Simulation Framework
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1:01:28
Lecture 2: Stylized Market Facts
This lecture goes through Chapter 2 of the Portfolio Construction and Risk Management book about stylized market facts.
Jul 10
•
Anton Vorobets
12
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Lecture 2: Stylized Market Facts
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1:04:52
Lecture 1: Intro and Python setup
The first lecture of the Applied Quantitative Investment Management course, including Python setup.
Jul 3
•
Anton Vorobets
27
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Lecture 1: Intro and Python setup
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54:24
Multi-Asset Simulation
This article presents the nuances of multi-asset simulation, including a Python case study using the Investment Simulation module.
May 28
•
Anton Vorobets
8
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Quantamental Investing
Multi-Asset Simulation
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Multi-Asset Macro Model
This article explains how the real rate, inflation, and growth factors can be defined in a multi-asset macro model, including a practical Python case…
May 15
•
Anton Vorobets
11
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Quantamental Investing
Multi-Asset Macro Model
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9. Time Series GANs
Walkthrough of the time series GAN functionality from the Investment Simulation module.
Apr 26
•
Anton Vorobets
8
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Quantamental Investing
9. Time Series GANs
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12:59
8. Risk and Return Analysis
A video walkthrough of the risk and return analysis functionality from the Investment Analysis module.
Apr 12
•
Anton Vorobets
7
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8. Risk and Return Analysis
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31:21
7. Bayesian Nets and Causal Stress-Tests
Video going through the Bayesian nets as well as causal and predictive views and stress-testing functionality.
Apr 5
•
Anton Vorobets
6
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7. Bayesian Nets and Causal Stress-Tests
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45:46
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