diff --git a/examples/third_party/Visualizing_embeddings_in_wandb.ipynb b/examples/third_party/Visualizing_embeddings_in_wandb.ipynb
index 6cb58aa4fc..7bdc3ea7be 100644
--- a/examples/third_party/Visualizing_embeddings_in_wandb.ipynb
+++ b/examples/third_party/Visualizing_embeddings_in_wandb.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "## Visualizing embeddings in W&B\n",
     "\n",
-    "We will upload the data to [Weights & Biases](http://wandb.ai) and use an [Embedding Projector](https://docs.wandb.ai/ref/app/features/panels/weave/embedding-projector) to visualize the embeddings using common dimension reduction algorithms like PCA, UMAP, and t-SNE. The dataset is created in the [Get_embeddings_from_dataset Notebook](Get_embeddings_from_dataset.ipynb)."
+    "We will upload the data to [Weights & Biases](http://wandb.ai) and use an [Embedding Projector](https://docs.wandb.ai/ref/app/features/panels/weave/embedding-projector) to visualize the embeddings using common dimension reduction algorithms like PCA, UMAP, and t-SNE. The dataset is created in the [Get_embeddings_from_dataset Notebook](../Get_embeddings_from_dataset.ipynb)."
    ]
   },
   {