Podknife - 659: Open-Source Tools for Natural Language Processing by Super Data Science

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659: Open-Source Tools for Natural Language Processing

Podcast |: Super Data Science
Publisher |: Jon Krohn and Guests on Machine Learning, A.I., and Data-Career Success
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Business,; Data Science,; Interview,; Machine Learning,; Technology
Categories Via RSS |: Business
Publication Date |: Mar 07, 2023
Episode Duration |: 01:20:57

NLP practitioners: this episode is for you. From the awareness of linguistic elements and annotation to getting the necessary people in the room, Vincent Warmerdam presents to Jon Krohn a recipe for a successful project and the open-source NLP tools to get there. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick (https://linkedin.com/learning/instructors/keith-mccormick). Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information. In this episode you will learn: • How Vincent came to work with De Speld [08:57] • Vincent’s role at Explosion [18:59] • How users can apply spaCy [21:46] • Prodigy: Annotate training data more efficiently with scripts [26:28] • How to manage “skill anxiety” with Calmcode [32:32] • How Vincent fixed bad labels [42:47] • The value of understanding linguistics for NLP [54:42] • How to constrain artificial stupidity [1:02:38] Additional materials: www.superdatascience.com/659

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