Interview Questions Database
| Title | Company | Level | Topic |
|---|---|---|---|
| Non-parametric Models | Netflix Airbnb | Medium | Machine Learning |
Bayes Risk
|
Microsoft Amazon | Medium | Classification Machine Learning |
| Generative Models | Airbnb Spotify | Easy | Machine Learning |
| Convolutional Neural Networks | Amazon Microsoft | Medium | Deep Learning |
| Kernel Trick | Amazon Microsoft | Medium | Machine Learning |
| Logistic Regression | Netflix Spotify | Medium | Logistic Regression |
| Training Error | Amazon | Medium | Machine Learning |
| Mislabeled Data | Google Microsoft | Medium | Machine Learning |
Biased Coin Simulations
|
Citadel | Hard | Brain Teaser Probability Theory |
| Black-Scholes Replication Strategy | BlackRock PanAgora | Medium | Finance Option Pricing |
| Hundred Light Bulbs | JP Morgan Citi | Medium | Brain Teaser |
| Biased Coin | Morgan Stanley JP Morgan | Easy | Probability Theory |