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