From the course: Deep Learning Foundations: Natural Language Processing with TensorFlow
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Classifying movie reviews using TensorFlow - TensorFlow Tutorial
From the course: Deep Learning Foundations: Natural Language Processing with TensorFlow
Classifying movie reviews using TensorFlow
- [Instructor] We understand that embeddings help us establish the relationship between words using vectors in multiple dimensions. Now, in this video we're going to learn how to add this embedding layer as an input layer to our neural network to learn about the sentiment of movie reviews. We're going to leverage TensorFlow dataset package to download a curated IMDb movie reviews dataset for this particular task. Now the same dataset will be used in the upcoming lessons to classify sentiment as well. So first of all, let's make sure that we install all of the required packages. So Google Colaboratory already has most of the packages installed, and if there is no package installed then, you can simply write pip install, and the name of the package to actually install it, so I've import a numpy here as np. TensorFlow as tf. TensorFlow dataset which is the package that we're going to use to download our dataset, and…
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