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Abzal Seitkaziyev profile picture

Abzal Seitkaziyev

Data Science and Machine Learning

Joined Joined on  Github logo Website logo

Education

The University of Manchester

Work

Data Scientist

Cross-Validation for Time Series

Cross-Validation for Time Series

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2 min read
Gas Field Production Project. Part 1

Gas Field Production Project. Part 1

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Gradient Boosting Regressor Example

Gradient Boosting Regressor Example

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Gradient Boosting Classifier

Gradient Boosting Classifier

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XG Boost for Classification

XG Boost for Classification

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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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4 min read
Poisson Probability in Soccer

Poisson Probability in Soccer

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Poisson Probability

Poisson Probability

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3 min read
Binomial Test

Binomial Test

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Binomial Distribution Examples.

Binomial Distribution Examples.

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4 min read
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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5 min read
Why I decided to learn data science

Why I decided to learn data science

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