Bias
- When model predictions lean unfairly toward certain outcomes.
- 877.334.2663
- joinus@mycodingclasses.com
Variance
- How much predictions fluctuate with different data.
- 877.334.2663
- joinus@mycodingclasses.com
Bias-Variance Tradeoff
- Find the sweet spot between underfitting and overfitting.
- 877.334.2663
- joinus@mycodingclasses.com
Feature Scaling
- Puts all features on similar ranges for fair learning.
- 877.334.2663
- joinus@mycodingclasses.com
One-Hot Encoding
- Converts categories into numeric binary columns.
- 877.334.2663
- joinus@mycodingclasses.com
Training-Testing Split
- Separates data for learning vs. evaluation.
- 877.334.2663
- joinus@mycodingclasses.com
Keras
- High-level library for building neural networks easily.
- 877.334.2663
- joinus@mycodingclasses.com
Accuracy
- Percentage of results the model gets right.
- 877.334.2663
- joinus@mycodingclasses.com
PyTorch
- Popular library for flexible model development.
- 877.334.2663
- joinus@mycodingclasses.com