Demystifying Statistics for Deep Studying Practitioners and Statistical Modeling Mastery for Deep Studying Professionals
What you’ll study
You’ll study the commonest likelihood distributions similar to regular distribution and binomial distribution.
You’ll discover ways to rework skewed information to be usually distributed utilizing totally different transformation strategies similar to log, sq. root, and energy transformation
You’ll discover ways to calculate confidence intervals for statistical estimates similar to mannequin accuracy.
You’ll study the ideas of inhabitants information vs pattern information.
You’ll study what random sampling means and the way it impacts information evaluation.
You’ll study the analysis metrics for classification fashions.
You’ll perceive what we imply by underfitting and overfitting in machine leaning and statistical modeling.
English
language
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