machine-learning-interview-questions

Just a reminder.

Data Preparation

Data Preprocessing

Data Normalization

Feature Extraction

Feature Selection

Dimension Reduction

Traditional ML approaches

  • Linear Regression

  • Logistic Regression

  • KNN

  • KMean

  • SVM

  • Decision Tree - Random Forest

  • Naive Bayes

  • PCA

CNN

RNN

Data Imbalance

Metrics

Deployment

Scaling

Some common pitfalls

Advanced