Interview Questions Database
| Title | Company | Level | Topic |
|---|---|---|---|
| Distribution of Errors | JP Morgan Citi | Medium | Regression |
| Truck Delivery Probability | Jane Street AQR | Medium | Probability Theory |
| Exploding Gradient | Amazon Netflix | Medium | Neural Network |
| Overfitting Neural Network | Microsoft Morgan Stanley | Medium | Neural Network |
| Crawler Honeypot | Amazon LinkedIn | Medium | Design Algorithm |
| ReLU Function | Netflix Amazon | Medium | Neural Network |
| Activation Function | LinkedIn Microsoft | Easy | Neural Network |
| Autoencoders | Netflix | Easy | Neural Network |
| Model Type | Visa Johnson & Johnson | Easy | Machine Learning |
Gambler's Ruin
|
Citadel Goldman Sachs | Medium | Stochastic Process |
| Expected Waiting Time | AQR Spotify | Medium | Probability Theory |
| Insidious Casino | Barclays Credit Suisse | Easy | Logic |