Free online math practice
Machine-learning mathematical forms Practice
Frequently used loss, activation, probability, and optimization formulas.
Start practicingMachine-learning mathematical forms
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What you’ll practice
Identify the role of a loss, activation or update rule before recalling its expression. Formula recall does not establish that a model is appropriate for a data set.
Where this helps
Reading and implementing machine-learning models with less formula lookup.
Before you start
Use this topic to practice math you have already learned. The examples show the available kinds of recall tasks; this is not a complete textbook chapter. Check the answer form and any stated conditions.
Try a few examples
Real practice. Real progress.
Example 1 of 4
J is differentiable. θ is the parameter vector and η > 0 is the step size.
Choose the exact expression.
Grades and courses that include this topic
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Start practicingMachine-learning mathematical forms
- Free to practice.
- No account required.
- Progress stays on this device.