In this video we go through the major concepts in natural language processing using Python libraries! We use examples to help drill down the concepts. There is content in this video for all skill levels (beginners to experts). I originally recorded this video for the PyCon Conference. GitHub repo: https://github.com/KeithGalli/pycon2020 Patreon: https://www.patreon.com/keithgalli YT Membership: https://www.youtube.com/c/KGMIT/membership Some of the topics we cover: – Bag-of-words – Word vectors – Stemming/Lemmatization – Spell correction – Transformer Architecture (Attention is all you need) – State of the art models (OpenAI GPT, BERT) Some of the libraries used: – sklearn – spaCy – NLTK – TextBlob Hope you enjoy & let me know if you have any questions! Make sure to subscribe if you haven’t already :). ————————- Follow me on social media! Instagram | https://www.instagram.com/keithgalli/ Twitter | https://twitter.com/keithgalli If you are curious to learn how I make my tutorials, check out this video: https://youtu.be/LEO4igyXbLs Practice your Python Pandas data science skills with problems on StrataScratch! https://stratascratch.com/?via=keith Join the Python Army to get access to perks! YouTube – https://www.youtube.com/channel/UCq6XkhO5SZ66N04IcPbqNcw/join Patreon – https://www.patreon.com/keithgalli *I use affiliate links on the products that I recommend. I may earn a purchase commission or a referral bonus from the usage of these links. ————————- Song at the end good morning by Amine Maxwell https://soundcloud.com/aminemaxwell Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/2vpruoY Music promoted by Audio Library https://youtu.be/SQWFdnbzlgI ————————- Video Timeline! ~~ NLP Fundamentals ~~ 0:00 – Announcements! 1:12 – Video overview & [More]