diff --git a/units/en/unit0/discord101.mdx b/units/en/unit0/discord101.mdx
index 0406a97..962c766 100644
--- a/units/en/unit0/discord101.mdx
+++ b/units/en/unit0/discord101.mdx
@@ -5,20 +5,18 @@ Although I don't know much about fetching sticks (yet), I know one or two things
-Discord is a free chat platform. If you've used Slack, **it's quite similar**. There is a Hugging Face Community Discord server with 36000 members you can join with a single click here. So many humans to play with!
+Discord is a free chat platform. If you've used Slack, **it's quite similar**. There is a Hugging Face Community Discord server with 50000 members you can join with a single click here. So many humans to play with!
Starting in Discord can be a bit intimidating, so let me take you through it.
-When you [sign-up to our Discord server](http://hf.co/join/discord), you'll choose your interests. Make sure to **click "Reinforcement Learning"**.
+When you [sign-up to our Discord server](http://hf.co/join/discord), you'll choose your interests. Make sure to **click "Reinforcement Learning,"** and you'll get access to the Reinforcement Learning Category containing all the course-related channels. If you feel like joining even more channels, go for it! 🚀
Then click next, you'll then get to **introduce yourself in the `#introduce-yourself` channel**.
-## So which channels are interesting to me? [[channels]]
-
-They are in the reinforcement learning lounge. **Don't forget to sign up to these channels** by clicking on 🤖 Reinforcement Learning in `role-assigment`.
+They are in the reinforcement learning category. **Don't forget to sign up to these channels** by clicking on 🤖 Reinforcement Learning in `role-assigment`.
- `rl-announcements`: where we give the **lastest information about the course**.
- `rl-discussions`: where you can **exchange about RL and share information**.
- `rl-study-group`: where you can **ask questions and exchange with your classmates**.