#data-science

The goal of machine learning is to generalize from the training data to unseen data.

From The Hundred-Page Machine Learning Book by Andriy Burkov

The goal of machine learning is to turn data into knowledge.

From The Master Algorithm by Pedro Domingos

The more data you have, the better your predictions.

From The Master Algorithm by Pedro Domingos

The key to deep learning is representation learning, where the model learns to represent the input data in a way that makes it easier to solve the task at hand.

From Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville

The best predictions come from combining different models.

From The Model Thinker by Scott E. Page