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Hate Speech Detection using LSTM | NLP Project using RNN (Recurrent Neural Network)

  Рет қаралды 635

InsightsByRish

InsightsByRish

Күн бұрын

Hey everyone,
In this video I have implemented a NLP (Natural Language Processing) project of 'Hate Speech Detection' with a Deep Learning Approach of LSTM (Long Short Term Memory).
Dataset:
www.kaggle.com...
Stemming and Lemmatization Tutorial:
• Stemming and Lemmatiza...
IDE:
Google Colab
Connect with me on Instagram:
/ insightsbyrish
00:00 Starting
02:28 Data Cleaning
11:38 Lemmatization
15:45 Stopwords Removal
20:05 One Hot Representation
24:15 Padding
29:46 SMOTE (Handling Imbalanced Dataset)
31:20 Train - Test Split
34:00 Building Stacked LSTM
#deeplearning
#naturallanguageprocessing
#rnn
#python
Thanks for watching.
Please LIKE, SHARE and SUBSCRIBE if you enjoyed the content.

Пікірлер: 3
@hardik4417
@hardik4417 7 күн бұрын
Projects are unique but please add PREDICTIVE MODEL to give output on new sentence
@InsightsByRish
@InsightsByRish 7 күн бұрын
Yes sure, I'll keep that in mind! I've actually included that in my 'Text Summarisation' video.
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