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	Update universe.json
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				|  | @ -1103,6 +1103,20 @@ | |||
|             "youtube": "WnGPv6HnBok", | ||||
|             "category": ["videos"] | ||||
|         }, | ||||
|         { | ||||
|             "type": "education", | ||||
|             "id": "video-intro-to-nlp-episode-2", | ||||
|             "title": "Intro to NLP with spaCy", | ||||
|             "slogan": "Episode 2: Rule-based Matching", | ||||
|             "description": "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.", | ||||
|             "author": "Vincent Warmerdam", | ||||
|             "author_links": { | ||||
|                 "twitter": "fishnets88", | ||||
|                 "github": "koaning" | ||||
|             }, | ||||
|             "youtube": "KL4-Mpgbahw", | ||||
|             "category": ["videos"] | ||||
|         }, | ||||
|         { | ||||
|             "type": "education", | ||||
|             "id": "video-spacy-irl-entity-linking", | ||||
|  |  | |||
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