How to Do Sentiment Analysis - Intro to Deep Learning #3
In this video, we'll use machine learning to help classify emotions! The example we'll use is classifying a movie review as either positive or negative via TF Learn in 20 lines of Python.
Coding Challenge for this video:
https://github.com/llSourcell/How_to_do_Sentiment_Analysis
Ludo's winning code:
https://github.com/ludobouan/pure-numpy-feedfowardNN
See Jie Xun's runner up code:
https://github.com/jiexunsee/Neural-Network-with-Python
Tutorial on setting up an AMI using AWS:
http://www.bitfusion.io/2016/05/09/easy-tensorflow-model-training-aws/
More learning resources:
http://deeplearning.net/tutorial/lstm.html
https://www.quora.com/How-is-deep-learning-used-in-sentiment-analysis
https://gab41.lab41.org/deep-learning-sentiment-one-character-at-a-t-i-m-e-6cd96e4f780d#.nme2qmtll
http://k8si.github.io/2016/01/28/lstm-networks-for-sentiment-analysis-on-tweets.html
https://www.kaggle.com/c/word2vec-nlp-tutorial
Please Subscribe! And like. And comment. That's what keeps me going.
Join us in our Slack channel:
wizards.herokuapp.com
If you're wondering, I used style transfer via machine learning to add the fire effect to myself during the rap part.
Please support me on Patreon:
https://www.patreon.com/user?u=3191693
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Видео How to Do Sentiment Analysis - Intro to Deep Learning #3 канала Siraj Raval
Coding Challenge for this video:
https://github.com/llSourcell/How_to_do_Sentiment_Analysis
Ludo's winning code:
https://github.com/ludobouan/pure-numpy-feedfowardNN
See Jie Xun's runner up code:
https://github.com/jiexunsee/Neural-Network-with-Python
Tutorial on setting up an AMI using AWS:
http://www.bitfusion.io/2016/05/09/easy-tensorflow-model-training-aws/
More learning resources:
http://deeplearning.net/tutorial/lstm.html
https://www.quora.com/How-is-deep-learning-used-in-sentiment-analysis
https://gab41.lab41.org/deep-learning-sentiment-one-character-at-a-t-i-m-e-6cd96e4f780d#.nme2qmtll
http://k8si.github.io/2016/01/28/lstm-networks-for-sentiment-analysis-on-tweets.html
https://www.kaggle.com/c/word2vec-nlp-tutorial
Please Subscribe! And like. And comment. That's what keeps me going.
Join us in our Slack channel:
wizards.herokuapp.com
If you're wondering, I used style transfer via machine learning to add the fire effect to myself during the rap part.
Please support me on Patreon:
https://www.patreon.com/user?u=3191693
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hit the Join button above to sign up to become a member of my channel for access to exclusive content!
Видео How to Do Sentiment Analysis - Intro to Deep Learning #3 канала Siraj Raval
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