Machine Learning Engineer
Maths questions
19 questions on Maths for machine learning engineers, easiest first.
Easy 3
Medium 9
- Softmax by handmedium
- Adding 100 to every logitmedium
- tanh slope from its outputmedium
- Computing log of a sum of exponentialsmedium
- Perplexity from cross-entropymedium
- Order of arguments in KL divergencemedium
- Checking a gradient numericallymedium
- Gradient noise and batch sizemedium
- Gradient size of L1 and L2 lossesmedium