Prepare yourself. Start practising from a collection of real company questions.
Field | Level | |
---|---|---|
1. BLEU score in NLP | Machine Learning | Junior |
2. Bias-Variance tradeoff | Machine Learning | Intermediate |
3. Supervised vs. Unsupervised Learning | Machine Learning | Junior |
4. Overfitting in Machine Learning | Machine Learning | Junior |
5. K-fold Cross Validation | Machine Learning | Junior |
6. The Concept of Feature Engineering | Machine Learning | Junior |
7. Evaluation Metrics of Classification Models | Machine Learning | Intermediate |
8. Cross-Validation | Machine Learning | Intermediate |
9. Regularization | Machine Learning | Junior |
10. Decision Trees | Machine Learning | Mid-Senior |
11. GD vs. SGD | Machine Learning | Junior |
12. Neural Networks Basics | Machine Learning | Mid-Senior |
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