Card 1
Term
Supervised Learning
Definition
Training with labeled data.
Card 2
Term
Unsupervised Learning
Definition
Training with unlabeled data.
Card 3
Term
Reinforcement Learning
Definition
Learning through rewards and penalties.
Card 4
Term
Overfitting
Definition
Model performs well on training data but poorly on new data.
Card 5
Term
Underfitting
Definition
Model is too simple to capture data patterns.
Card 6
Term
Neural Network
Definition
Model inspired by the human brain.
Card 7
Term
Gradient Descent
Definition
Optimization algorithm for minimizing loss.
Card 8
Term
Decision Tree
Definition
Model using tree-like structure for decisions.
Card 9
Term
Support Vector Machine
Definition
Algorithm for classification and regression.
Card 10
Term
Clustering
Definition
Grouping similar data points together.