Caltech Library is offering an introductory sequence of workshops on Machine Learning, Deep Learning, and Natural Language Processing (NLP). These workshops are designed for researchers in all areas with an interest in machine learning and language processing. An Introduction to Deep Learning/Neural Networks will be offered in the Winter. NLP will be offered in the Spring.

The first workshop introduces traditional machine learning techniques using the Python Scikit Learn package. Topics will include Scikit Learn, processing data, algorithms, clustering, and dimensionality reduction. The workshop is designed to be “hands on” and requires some familiarity with basic Python programming and the Unix Shell, such as that provided through the Library’s introductory workshops.