Deep Learning - Recurrent Neural Networks with TensorFlow - Text Classification with LSTMs

Deep Learning - Recurrent Neural Networks with TensorFlow - Text Classification with LSTMs

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

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This video tutorial covers text classification using RNNs, focusing on spam detection. It begins with an introduction to text classification and its applications, followed by setting up the environment in a collab notebook. The tutorial then guides through data preparation, including loading and cleaning data, and transforming text into sequences. Finally, it demonstrates building and training an RNN model using Tensorflow, achieving high accuracy in spam detection.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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