diff --git a/unit3/README.md b/unit3/README.md
index 4b5f645..bd12f98 100644
--- a/unit3/README.md
+++ b/unit3/README.md
@@ -31,8 +31,6 @@ Are you new to Discord? Check our **discord 101 to get the best practices** 👉
 - #unity-ml-agents is to exchange about everything related to this library.
 - #study-groups, to create study groups with your classmates.
 
-<img src="https://raw.githubusercontent.com/huggingface/deep-rl-class/unit3/unit2/assets/img/discord_channels.jpg" alt="Discord Channels"/>
-
 3️⃣ 📖 **Read [Deep Q-Learning with Atari chapter](https://huggingface.co/blog/deep-rl-dqn)**.
 
 4️⃣ 👩‍💻 Then dive on the hands-on, where **you'll train a Deep Q-Learning agent** playing Space Invaders using [RL Baselines3 Zoo](https://github.com/DLR-RM/rl-baselines3-zoo), a training framework based on [Stable-Baselines3](https://stable-baselines3.readthedocs.io/en/master/) that provides scripts for training, evaluating agents, tuning hyperparameters, plotting results and recording videos.