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Abzal Seitkaziyev profile picture

Abzal Seitkaziyev

Data Science and Machine Learning

Joined Joined on  GitHub logo External link icon
Education

The University of Manchester

Work

Data Scientist

XG Boost for Regression

XG Boost for Regression

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Gradient Boost for Classification

Gradient Boost for Classification

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Gradient Boost for Regression

Gradient Boost for Regression

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Introduction to Baseline Models

Introduction to Baseline Models

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Adaptive Boosting (Part 2)

Adaptive Boosting (Part 2)

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Adaptive Boosting

Adaptive Boosting

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Random Forest (part 2)

Random Forest (part 2)

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Random Forest Algorithm Overview

Random Forest Algorithm Overview

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Gini Splitting Criterion

Gini Splitting Criterion

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Decision Trees Splitting.

Decision Trees Splitting.

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Principal Component Analysis (PCA)

Principal Component Analysis (PCA)

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Covariance, Correlation, and Collinearity

Covariance, Correlation, and Collinearity

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Multinomial Probabilities

Multinomial Probabilities

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Poisson Probability in Soccer

Poisson Probability in Soccer

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Poisson Probability

Poisson Probability

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Binomial Test

Binomial Test

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Binomial Distribution Examples.

Binomial Distribution Examples.

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Trading stocks with machine learning

Trading stocks with machine learning

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Estimation of unit sales of Walmart retail goods

Estimation of unit sales of Walmart retail goods

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Conditional Probability and Bayes' Theorem Examples.

Conditional Probability and Bayes' Theorem Examples.

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Why I decided to learn data science

Why I decided to learn data science

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