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Category: Basic Statistics

Total 3 Posts

Understanding Basic Statistics for Machine Learning Models – Part 3

In this article you can find explanations for statistical concepts such as Statistical hypothesis test, used for answering questions about sample data and validating assumptions. In addition, it is provided a list of concepts regarding sampling distribution. Finally, we discuss the relationship between variance and bias. Statistical hypothesis testing States

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Understanding Basic Statistics for Machine Learning Models – Part 2

In this article you can find the basic information necessary for a data scientist to have a better knowledge of distributions. It is expected that you have knowledge about random variables and probability concepts such as variance, covariance and expected value. You can find that information on Understanding Basic Statistics

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If you want to understand machine learning algorithms, it is very important to have basic statistical knowledge to understand what is behind them. Understanding how the algorithm operates gives you the possibility of configuring the model according to what you need, as well explaining with more confidence the results obtained

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