Tutorial | Visualize NLP embeddings with deep learning

Introduction

In this tutorial, you will find :

• Introduction to Word2Vec: Learn Word2Vec basics and its role in NLP.
• Understand preprocessing steps.
• Set Up Word2Vec: Configure Word2Vec using TensorFlow.
• Train Model: Train the Word2Vec model using the skip-gram approach.
• Visualize Embeddings: Use t-SNE to visualize and interpret word embeddings.

Getting Started

Open the tutorial-visualize-embeddings.ipynb jupyter notebook and follow the steps.

No deliverables here, just run all the code cells and learn by following the tutorial.