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#nlp#naturallanguageprocessing#spacy
Tutorial: Keith Galli - Natural Language Processing (NLP) in Python - From Zero to Hero
PyCon US
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- Presented by Keith Galli
- Linked in the descriptionkeithgalli/pycon2020
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Beginner. No background in the topic needed.
43K views6 years ago
AI and machine learningProgramming languagesPythonNeural networks and deep learningClassic machine learning
Keith Galli introduces natural language processing in Python, covering traditional approaches up to modern language models.
Presented by: Keith Galli In the past year, massive developments have been made in the natural language processing field. Improvements in areas such as question answering, machine translation, and sentiment analysis have opened up doors to utilize NLP more effectively than ever before. In this tutorial we will perform a brief overview of the field of NLP and look at the Python libraries that allow us to utilize different techniques and models. We will start with simple, traditional approaches to NLP that will provide us baseline for our models. As we progress in the tutorial we will look at some more advanced concepts that can give quick boosts to model performance. We will end by introducing state-of-the-art language models and how we can incorporate them into applications that we build. Tutorial resources:github.com/keithgalli/pycon2020Why it's here
A top upload from a listed channelPyCon US is on Hallway's list of conference and university channels, and this upload is one of its most-watched talks or lectures. Nobody has recommended it in the communities yet, so it ranks below community picks.