## Visualizing the embeddings in 2D
We will use t-SNE to reduce the dimensionality of the embeddings from 1536 to 2. Once the embeddings are reduced to two dimensions, we can plot them in a 2D scatter plot. The dataset is created in the [Get_embeddings_from_dataset Notebook](Get_embeddings_from_dataset.ipynb).
### 1. Reduce dimensionality
We reduce the dimensionality to 2 dimensions using t-SNE decomposition.
### 2. Plotting the embeddings
We colour each review by its star rating, ranging from red to green.