Machine Learning, Tutorial, Dimensionality Reduction, Deep Learning, Python.
features or dimensions can decrease a model’s accuracy since there is more data that needs to be generalized — this is known as the curse of dimensionality. Dimensionality reduction is way to reduce the complexity of a model and avoid overfitting. There are two main categories of dimensionality