king-menin/mipt-nlp2022
NLP course, MIPT
This is a comprehensive course that helps aspiring AI/ML practitioners and researchers understand and apply core Natural Language Processing (NLP) techniques. It provides lectures, practical exercises, and homework assignments on topics like text preprocessing, word embeddings, text classification, named entity recognition, machine translation, and transformer models. The content ranges from foundational concepts to modern deep learning methods in NLP.
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Use this if you are a student or a practitioner looking to gain a solid theoretical understanding and practical skills in Natural Language Processing.
Not ideal if you are looking for a plug-and-play tool to solve a specific business problem without needing to understand the underlying NLP concepts or implement solutions.
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Apr 28, 2022
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