#OpenSourceTools #NaturalLanguageProcessing #NLPTools 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 @JonKrohnLearns a recipe for a successful project and the open-source natural language processing 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 https://www.jonkrohn.com/podcast for sponsorship information. In this episode you will learn: • [00:00:00] How Vincent came to work with De Speld • [00:16:56] Vincent’s role at Explosion • [00:19:45] How users can apply spaCy • [00:24:27] Prodigy: Annotate training data more efficiently with scripts • [00:30:30] How to manage “skill anxiety” with Calmcode • [00:40:42] How Vincent fixed bad labels • [00:52:37] The value of understanding linguistics for NLP • [01:00:33] How to constrain artificial stupidity Additional materials: https://www.superdatascience.com/659