Deep Learning, Neural Networks, Support Vector Machine, Ensemble Learning, Unsupervised Learning
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Write 5 terms related to machine learning.

### Response:
Deep Learning, Neural Networks, Support Vector Machine, Ensemble Learning, Unsupervised Learning
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Here are 5 terms related to machine learning:

1. **Supervised Learning**: A type of machine learning where the algorithm is trained on labeled data, where the correct output is already known, and the goal is to make predictions on new, unseen data.

2. **Neural Network**: A type of machine learning model inspired by the structure and function of the human brain, consisting of layers of interconnected nodes (neurons) that process and transmit information.

3. **Overfitting**: A phenomenon in machine learning where a model is too complex and performs well on the training data but poorly on new, unseen data, resulting in poor generalization.

4. **Regularization**: A technique used in machine learning to prevent overfitting by adding a penalty term to the loss function, which discourages the model from producing complex or large weights.

5. **Feature Engineering**: The process of selecting, transforming, and combining input variables (features) to improve the accuracy and performance of a machine learning model, such as by extracting relevant features from text data.