diff --git a/units/en/unit1/hands-on.mdx b/units/en/unit1/hands-on.mdx
index 096f109..6056cc0 100644
--- a/units/en/unit1/hands-on.mdx
+++ b/units/en/unit1/hands-on.mdx
@@ -445,7 +445,7 @@ print(f"mean_reward={mean_reward:.2f} +/- {std_reward}")
 - In my case, I got a mean reward is `200.20 +/- 20.80` after training for 1 million steps, which means that our lunar lander agent is ready to land on the moon 🌛🥳.
 
 ## Publish our trained model on the Hub 🔥
-Now that we saw we got good results after the training, we can publish our trained model on the hub 🤗 with one line of code.
+Now that we saw we got good results after the training, we can publish our trained model on the Hub 🤗 with one line of code.
 
 📚 The libraries documentation 👉 https://github.com/huggingface/huggingface_sb3/tree/main#hugging-face--x-stable-baselines3-v20