diff --git a/README.md b/README.md
index 85fe28a..dc867cd 100644
--- a/README.md
+++ b/README.md
@@ -235,32 +235,32 @@ Also, another big "Thank you 🙏" to all our sponsors who supported our work an
 <table>
   <tr>
     <td align="center">
-      <a href="https://www.comet.com" target="_blank">
-        <div>Comet</div>
+      <a href="https://www.comet.com/signup/?utm_source=decoding_ml&utm_medium=partner&utm_content=github" target="_blank">
+        <div>Comet</div></br>
         <img src="media/sponsors/comet.png" width="150" alt="Comet">
       </a>
     </td>
     <td align="center">
-      <a href="https://www.bytewax.io" target="_blank">
-        <div>Bytewax</div>
+      <a href="https://github.com/bytewax/bytewax?utm_source=github&utm_medium=decodingml&utm_campaign=2024_q1" target="_blank">
+        <div>Bytewax</div></br>
         <img src="media/sponsors/bytewax.png" width="150" alt="Bytewax">
       </a>
     </td>
     <td align="center">
-      <a href="https://qdrant.tech" target="_blank">
-        <div>Qdrant</div>
+      <a href="https://qdrant.tech/?utm_source=decodingml&utm_medium=referral&utm_campaign=llm-course" target="_blank">
+        <div>Qdrant</div></br>
         <img src="media/sponsors/qdrant.svg" width="150" alt="Qdrant">
       </a>
     </td>
     <td align="center">
-      <a href="https://www.qwak.com" target="_blank">
-        <div>Qwak</div>
+      <a href="https://www.qwak.com/lp/end-to-end-mlops/?utm_source=github&utm_medium=referral&utm_campaign=decodingml" target="_blank">
+        <div>Qwak</div></br>
         <img src="media/sponsors/qwak.png" width="150" alt="Qwak">
       </a>
     </td>
     <td align="center">
-      <a href="https://www.superlinked.com" target="_blank">
-        <div>Superlinked</div>
+      <a href="https://rebrand.ly/superlinked-github" target="_blank">
+        <div>Superlinked</div></br>
         <img src="media/sponsors/superlinked.png" width="150" alt="Superlinked">
       </a>
     </td>