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Mathematical Notation Powered by CodeCogs
Statistics
Provide the ability to understand and interpret Machine Learning:
- input data
- model training results
- prediction results
It is the mark of a truly intelligent person to be moved by statistics.
Statistics may be defined as a body of methods for making wise decisions in the face of uncertainty.
Accuracy
A/B Testing
Bias
Bias-Variance Tradeoff
Confidence
Confusion Matrix
Correlation
Deviation
Dispersion
Estimator
Fairness
Loss (Cost) Function
Mean Squared Error
Hypothesis
Prediction and Inference
Repeatability
Standard Deviation
Statistical Power of a Test
Variance