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Data Science. Correlation

There are a lot of engineers who have never been involved in statistics or data science. So, in order to build a data science pipelines or rewrite produced by data scientists code to an adequate, easily maintained code many nuances and misunderstandings arises from the engineering side. For these Data/ML engineers and novice data scientists, I make this series of articles. I'll try to explain...

Data Science. Measures

There are a lot of engineers who have never been involved in statistics or data science. So, in order to build a data science pipelines or rewrite produced by data scientists code to an adequate, easily maintained code many nuances and misunderstandings arises from the engineering side. For these Data/ML engineers and novice data scientists, I make this series of articles. I'll try to explain...

Data Science. Probability distributions

There are a lot of engineers who have never been involved in statistics or data science. So, in order to build a data science pipelines or rewrite produced by data scientists code to an adequate, easily maintained code many nuances and misunderstandings arises from engineering side. For these Data/ML engineers and novice data scientists, I make this series of articles. I'll try to explain some...

Data Science. Bayes theorem

There are a lot of engineers who have never been involved in statistics or data science. So, in order to build a data science pipelines or rewrite produced by data scientists code to an adequate, easily maintained code many nuances and misunderstandings arises from engineering side. For these Data/ML engineers and novice data scientists, I make this series of articles. I'll try to explain some...

Data Science. Probability

There are a lot of engineers who have never been involved in statistics or data science. So, in order to build a data science pipelines or rewrite produced by data scientists code to an adequate, easily maintained code many nuances and misunderstandings arises from engineering side. For these Data/ML engineers and novice data scientists, I make this series of articles. Mathematical definitions...