Alexander
11 Posts
Probability theory for beginners
Probability theory is a branch of mathematics that studies random events, their properties and operations. In this article we will look at its definition,...
10 Data Science questions to help you better understand the world of data science
1. What is F-score and what is it used for?
I want to understand what methods we use to evaluate the quality of model predictions....
Naive Bayesian classification algorithm
Naive Bayes classifier is a very popular algorithm in machine learning. It is mainly used to obtain the basic accuracy of a dataset. We...
The k-nearest neighbour method
The k Nearest Neighbors (kNN) method is a popular classification algorithm that is used in various types of machine learning tasks. Along with the...
Machine Learning for Beginners: The Random Forest Algorithm
Unlike most methods used in machine learning, the Random Forest algorithm does not require complex theory. In this material, we describe its features and...
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