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Tuesday, Mar 2, 2021
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Markowitz Portfolio Optimization in Stock Market Analysis

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Introduction of Convex Optimization

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Strong Alternatives

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Weak Alternatives

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Perturbation & Sensitivity Analysis

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Equivalent Reformulations

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Cone Programming on CVXOPT in Python

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CVXOPT Programming

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Markowitz Portfolio Optimization in Stock Market Analysis
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Markowitz Portfolio Optimization in Stock Market Analysis

Ahmad Bazzi 1 month ago

The following lecture talks about the Markowitz Portfolio Optimization problem in convex optimization. Indeed, many variants of this problem exists, but the classical one looks like this     where is an sized vector containing the amount of assets to invest in. The vector is the mean of the relative […]

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Stocks Programming

Ahmad Bazzi 4 months ago

I don’t know about you, but I’m a stock analysis junkie, which has its pros and cons. I can never buy a stock without having at least used some of my mathematical and machine learning expertise. However, I can not do so without a proper environment. In this lecture, we […]

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Markowitz Portfolio Optimization in Stock Market Analysis

Soft & Hard Margin Support Vector Machine (SVM)| Machine Learning with TensorFlow & scikit-learn

Introduction of Convex Optimization

Strong Alternatives

MATPLOTLIB in one video

Weak Alternatives

Perturbation & Sensitivity Analysis

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