Introduction to Natural Language Processing
Speaker: Sebastian Castro | MIT CSAIL
A quick introduction to NLP, including popular approaches, models, and Python software packages.
Basic text preprocessing, search, and parsing
Representing text as features for statistical machine learning models
Deep learning with language, including word embeddings, Recurrent Neural Networks, and Transformers
Open source code
Sebastian Castro is a robotics software engineer at the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL), working on home service robotics research with the Toyota Human Support Robot (HSR). He was previously the primary technical contact for RoboCup and robotics education at MathWorks. Sebastian holds a B.S. and M.S. in Mechanical Engineering from Cornell University, with a focus on dynamics, systems, and controls for robotics applications.
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