Intro to NLP with spaCy (5): Detecting programming languages | Episode 5: Rules vs. Machine Learning
Автор: Explosion
Загружено: 2020-06-13
Просмотров: 11645
In this new video series, data science instructor Vincent Warmerdam gets started with spaCy, an open-source library for Natural Language Processing in Python. His mission: building a system to automatically detect programming languages in large volumes of text. Follow his process from the first idea to a prototype all the way to data collection and training a statistical named entity recogntion model from scratch.
SPACY
● Website: https://spacy.io
● GitHub: https://github.com/explosion/spaCy
● Free online course: https://course.spacy.io
● Twitter: / spacy_io
THIS VIDEO
● Code: https://github.com/koaning/spacy-yout...
● Stack Overflow dataset: https://www.kaggle.com/stackoverflow/...
ABOUT VINCENT
Vincent Warmerdam is a co-founder of PyData Amsterdam and experienced data science instructor. He has been evangelizing data and open source for the last 5 years. You might know him from his PyData videos where he attempts to defend common sense over hype in data science.
● Follow Vincent on Twitter: / fishnets88
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