Get familiar with the basic machine learning techniques used in natural language processing.

Mastering Natural Language Processing

This module was created by AdaptiLab, a company specializing in evaluating, sourcing, and upskilling enterprise machine-learning talent. It’s built in collaboration with industry machine learning experts from Google, Microsoft, Amazon, and Apple.

The code for this module is built around the TensorFlow framework, one of the premier frameworks for industry machine learning, and the Python pandas library for data analysis. A knowledge of Python and TensorFlow is required for this module.

Natural Language Processing with Machine Learning

<p>In this section you will be building a bidirectional LSTM for text classification. The bidirectional LSTM you build in this section will be trained on a text corpus of movie reviews, separated into positive and negative reviews.</p>



What you'll learn from this module

Word Embeddings

Language Model

Text Classification

Seq2Seq Model

Conclusion

Introduction