Tutorial: Keith Galli – Natural Language Processing (NLP) in Python – From Zero to Hero


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Presented by:
Keith Galli

In the previous 12 months, large developments have been made in the pure language processing subject. Improvements in areas reminiscent of query answering, machine translation, and sentiment evaluation have opened up doorways to make the most of NLP extra successfully than ever earlier than.

In this tutorial we’ll carry out a quick overview of the sector of NLP and take a look at the Python libraries that permit us to make the most of totally different strategies and fashions. We will begin with easy, conventional approaches to NLP that can present us baseline for our fashions. As we progress in the tutorial we’ll take a look at some extra superior ideas that can provide fast boosts to mannequin efficiency. We will finish by introducing state-of-the-artwork language fashions and the way we will incorporate them into purposes that we construct.

Tutorial assets:https://github.com/keithgalli/pycon2020

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Comment List

  • PyCon 2020
    November 10, 2020

    In regex library I'm facing some error please help me out.

    TypeError: expected string or bytes-like object

  • PyCon 2020
    November 10, 2020

    Man, this is exactly what I was needing, thanks! Great presentation, and I feel much better equipped for the NLP data science program I'm about to begin. I was already planning for my capstone in November to be an advanced chatbot, so who better to learn this from than KG? I'll be checking out your other videos for sure! I am wondering, how much of your job involves using what you learned in statistics class? Because right now, statistics programming is kinda blowing my mind …

  • PyCon 2020
    November 10, 2020

    thanks Keith,, this is really a great and complete tutorial about NLP in Python, and I love the way you teach man

  • PyCon 2020
    November 10, 2020

    Even if it was "check", does #spacy use its part of speech tagger to resolve those in word vectors?

  • PyCon 2020
    November 10, 2020

    Isn't Check and Cheque are difference in the context of BANK (Financial Institute)

  • PyCon 2020
    November 10, 2020

    41:55 *cheque

  • PyCon 2020
    November 10, 2020

    Your videos are great! No bs, no filler, straight to the point and easy to understand.

  • PyCon 2020
    November 10, 2020

    This was amazing man, I knew almost nothing about NLP before this tutorial. But now fell like I know exactly where I need to go to build something powerful. Thank you!

  • PyCon 2020
    November 10, 2020

    Thanks Keith – that was a great Python NLP primer.

  • PyCon 2020
    November 10, 2020

    Another great video from Keith! I watched the entire thing in one sitting and learned a lot. I will for sure use many principles here in my current project.

  • PyCon 2020
    November 10, 2020

    Beautiful explanation…Loved it!!

  • PyCon 2020
    November 10, 2020

    This guy is great! 😉

    Hope you all enjoyed! If you have any questions, let me know here in the comments and I'll do my best to answer them.

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