Talk Python To Me

#477: Awesome Text Tricks with NLP and spaCy

Do you have text that you want to process automatically? Maybe you want to pull out key products or topics of conversation? Maybe you want to get the sentiment? The possibilities are many with this week's topic: NLP with spaCy and Python. Our guest, Vincent D. Warmerdam, has worked on spaCy and other tools at Explosion AI and he's here to give us his tips and tricks for working with text from Python. 
 
Episode sponsors 
 
<a href="https://talkpython.fm/posit">Posit</a> 
<a href="https://talkpython.fm/training">Talk Python Courses</a> 
 
Links from the show 
 
Course: Getting Started with NLP and spaCy: <a href="https://training.talkpython.fm/courses/getting-started-with-spacy" target="_blank">talkpython.fm</a> 
 
Vincent on X: <a href="https://x.com/fishnets88?featured_on=talkpython" target="_blank">@fishnets88</a> 
Vincent on Mastodon: <a href="https://fosstodon.org/@koaning" target="_blank">@koaning</a> 
 
Programmable Keyboards on CalmCode: <a href="https://www.youtube.com/playlist?list=PLGj5nRqy15j93TD0iReqfLL9lU1lZFEs6" target="_blank">youtube.com</a> 
Sample Space Podcast: <a href="https://www.youtube.com/playlist?list=PLSIzlWDI17bRULf7X_55ab7THqA9TJPxd" target="_blank">youtube.com</a> 
 
spaCy: <a href="https://spacy.io?featured_on=talkpython" target="_blank">spacy.io</a> 
Course: Build An Audio AI App: <a href="https://training.talkpython.fm/courses/build-an-audio-ai-app-with-python-and-assemblyai" target="_blank">talkpython.fm</a> 
Lemma example: <a href="https://github.com/talkpython/audio-ai-with-assemblyai-course/blob/d5418ec26b4e8d9e524f2dedfc5c93c6edc817b8/code/02_feature_search/src/services/search_service.py#L80" target="_blank">github.com</a> 
Code for spaCy course: <a href="https://github.com/talkpython/nlp-with-python-and-spacy-course" target="_blank">github.com</a> 
 
Python Bytes transcripts: <a href="https://github.com/mikeckennedy/python_bytes_show_notes?featured_on=talkpython" target="_blank">github.com</a> 
scikit-lego: <a href="https://github.com/koaning/scikit-lego?featured_on=talkpython" target="_blank">github.com</a> 
Projects that import "this": <a href="https://calmcode.io/til/python-import-this?featured_on=talkpython" target="_blank">calmcode.io</a> 
Watch this episode on YouTube: <a href="https://www.youtube.com/watch?v=AE7FPjaVNN0" target="_blank">youtube.com</a> 
Episode transcripts: <a href="https://talkpython.fm/episodes/transcript/477/awesome-text-tricks-with-nlp-and-spacy" target="_blank">talkpython.fm</a> 
 
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Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.