Merge branch 'main' into or-barsheshet-quickstart

Author: guy-singer

README.md

@@ -113,8 +113,7 @@ fd.vis.similarity_gallery()    # gallery of similar images
 ```
 
 ## Check this [quickstart tutorial](https://youtu.be/Gt46ciEIxtw) for more info
-
-https://github.com/user-attachments/assets/6679f140-7ae2-417e-bc3f-36ce057278ec
+https://github.com/user-attachments/assets/738a329d-8063-4515-a961-f2527934a0ca
 
 
 ## Features & Advantages

examples/analyzing-hf-datasets.ipynb

@@ -54,7 +54,7 @@
    "source": [
     "# Analyzing Hugging Face Datasets\n",
     "\n",
-    "[![Open in Colab](https://img.shields.io/badge/Open%20in%20Colab-blue?style=for-the-badge&logo=google-colab&labelColor=gray)](https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb)\n",
+    "[![Open in Google Colab](https://img.shields.io/badge/Open%20in%20Colab-blue?style=for-the-badge&logo=google-colab&labelColor=gray)](https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb)\n",
     "[![Open in Kaggle](https://img.shields.io/badge/Open%20in%20Kaggle-blue?style=for-the-badge&logo=kaggle&labelColor=gray)](https://kaggle.com/kernels/welcome?src=https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb)\n",
     "[![Explore the Docs](https://img.shields.io/badge/Explore%20the%20Docs-blue?style=for-the-badge&labelColor=gray&logo=read-the-docs)](https://visual-layer.readme.io/docs/analyzing-hf-datasets)\n",
     "\n",