Blog Special: The Accelerating Evolution of Artificial Intelligence
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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