精东影业

Capability of addressing feature engineering tasks
Knowledge of the main supervised learning problems (classification,regression)
Understanding of the inner workings of classification algorithms (nn, logreg, decision trees, etc.)
Understanding of model scoring and comparison metrics
Capability of recognizing underfitting and overfitting symptoms and of properly addressing it
Capability of selecting and using classification and regression models to solve practical problems and properly interpreting their results