Text Classification - NLP Tutorial - TensorFlow Beginner 11

In this part we learn about the softmax function and the cross entropy loss function.

Implement a Sentiment Classification algorithm in TensorFlow and analyze Twitter data! Learn how to use NLP (Natural Language Processing) techniques like a Tokenizer and Word Embeddings to preprocess text data, and then create a RNN model with keras to classify the tweets.

All code and slides from this course can be found on GitHub.

Download the dataset:¶

• https://www.kaggle.com/c/nlp-getting-started

Links:¶

• Keras RNN
• Word Embeddings