Learning ======== This section contains four pieces: machine learning, statistical learning, statistical inference, and data science. Although each of these subjects are related, they are nonetheless distinct in important facets. Machine learning is a technology of learning algorithms whose construction requires sample data. These learning algorithms can be thought of as models. Statistical learning is a technology to interpret, assess, and improve the performance of learning algorithms. In particular, it should be "model independent." Statistical inference is a technology to give statistical evidence of one hypothesis over another. Data science combines these technologies in order to influence decision making. .. toctree:: :maxdepth: 2 :caption: Contents machine_learning/machine_learning_main_page statistical_learning/statistical_learning_main_page statistical_inference/statistical_inference_main_page data_science/data_science_main_page