Python and TensorFlow: Text Classification — Part 1




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Python and TensorFlow: Text Classification — Part 1

General Description:
In this series of videos, we will be using the TensorFlow Python module to construct a neural network that distinguishes whether a given movie review is either positive or negative.

We will be obtaining movie reviews from IMDB (Internet Movie Database) and using that as our dataset. The intent of these videos is to showcase the use of TensorFlow as well as showing a simple example of how to construct and use a simple neural network.

This video is part of a series on Machine Learning in Python. The link to the playlist may be accessed here:
http://bit.ly/lp_mlearn

Part 1: https://www.youtube.com/watch?v=-vAgZpyfv40
Part 2: https://www.youtube.com/watch?v=Rc2XHfk_jss
Part 3: https://www.youtube.com/watch?v=qnpMplNJF6g
Part 4: https://www.youtube.com/watch?v=tC1amOAkojE
Part 5: https://www.youtube.com/watch?v=2erlC7R3OEI

Python Code:
https://github.com/vprusso/youtube_tutorials/blob/master/machine_learning/text_classification/imdb.py

If I’ve helped you, feel free to buy me a beer 🙂
PayPal: https://www.paypal.me/VincentRusso1

Do you like the development environment I’m using in this video? It’s a customized version of vim that’s enhanced for Python development. If you want to see how I set up my vim, I have a series on this here:
http://bit.ly/lp_vim

If you’ve found this video helpful and want to stay up-to-date with the latest videos posted on this channel, please subscribe:
http://bit.ly/lp_subscribe

This video is brought to you by DevMountain, a private coding boot camp that offers in-person and online courses in a variety of subjects including web development, mobile programming, user experience design, software quality assurance, and salesforce development.
https://devmountain.com/?utm_source=Lucid%20Programming

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Comment List

  • LucidProgramming
    November 13, 2020

    Hi, I have a dataset of 950 articles, and wanna classify the data based on which of the articles are about viral epidemics and which are not..have keras, python in my system, how to get started ?..Your help will be much appreciated.

  • LucidProgramming
    November 13, 2020

    I have a dataset of about 43,000 questions and I want to classify them between math, physics, chemistry, biology, (12 subjects). Do you have any sugestions of websites, videos or books that can be useful? I have a good notion of python, but I never played with machine learning.

  • LucidProgramming
    November 13, 2020

    I want to do email analytics and am new to ML world. How can I do that ? thanks in advance

  • LucidProgramming
    November 13, 2020

    Everyone is working on 2 lables only i.e. + & – What about multi label classification? Plz help me

  • LucidProgramming
    November 13, 2020

    Which GPU do you recommend for machine learning?

  • LucidProgramming
    November 13, 2020

    what if want to use other datasets? Do I have to program a nlp first and process the datasets?

  • LucidProgramming
    November 13, 2020

    I have a question, can I use the alternative of TensorFlow because I do not have NVIDIA GPU, will it work the same way?

  • LucidProgramming
    November 13, 2020

    Actually the most underrated channel on youtube

  • LucidProgramming
    November 13, 2020

    Thanks Vincent for your hard work for this series.

  • LucidProgramming
    November 13, 2020

    Awesome and thorough guidance sir! I like your style. Looking forward. Best regards

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