Single Category

Community Solar

Groups of people share ownership of solar power installations.

Companies reduce waste and emissions through green strategies.

Programs that certify sustainable operations and products.

Companies publish progress on environmental and social goals.

Creating input features

Feature Engineering involves selecting and transforming variables to improve model performance.

Reducing feature space

Dimensionality Reduction techniques like PCA simplify models by reducing the number of input variables while retaining essential information.

Optimizing model settings

Hyperparameter Tuning adjusts parameters that control the learning process to improve model performance.

Optimization algorithm

Gradient Descent is an iterative algorithm used to minimize the loss function in machine learning models.

Algorithms that learn from data

Machine Learning is a subset of AI where systems improve performance by learning patterns from data without explicit programming.