Sergios Theodoridis

A Machine Learning Lecture Series Course Bundle, by Sergios Theodoridis

01 Feb 2024

A Machine Learning Lecture Series Course Bundle, by Sergios Theodoridis

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P0 - Machine Learning-An Overview

01 Feb 2024

P0 - Machine Learning-An Overview

1.00 pdh 0.10 ceu

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P1.1 - Introduction I

01 Feb 2024

P1.1 - Introduction I

1.00 pdh 0.10 ceu

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P1.10-Bias-Variance Tradeoff

01 Feb 2024

P1.10-Bias-Variance Tradeoff

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P1.11-Maximum Likelihood Method

01 Feb 2024

P1.11-Maximum Likelihood Method

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P1.12-Curse of Dimensionality

01 Feb 2024

P1.12-Curse of Dimensionality

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P1.13-Cross Validation

01 Feb 2024

P1.13-Cross Validation

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P1.2 - Introduction II

01 Feb 2024

P1.2 - Introduction II

1.00 pdh 0.10 ceu

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P1.3-Least Squares Linear Regression

01 Feb 2024

P1.3-Least Squares Linear Regression

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P1.4-Classification

01 Feb 2024

P1.4-Classification

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P1.5 Biased VS Unbiased Estimators

01 Feb 2024

P1.5 Biased VS Unbiased Estimators

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P1.6-Cramer-Rao Bound

01 Feb 2024

P1.6-Cramer-Rao Bound

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