MNT Remove outdated note in landing page (#814)

Co-authored-by: Arturo Amor <[email protected]>

Author: augustebaum

README.md

@@ -1,9 +1,8 @@
 # scikit-learn course
 
-📢 📢 📢 A new session of the [Machine learning in Python with scikit-learn
-MOOC](https://www.fun-mooc.fr/en/courses/machine-learning-python-scikit-learn),
-is available starting on November 8th, 2023 and will remain open on self-paced
-mode. Enroll for the full MOOC experience (quiz solutions, executable
+This is the source code for the [Machine learning in Python with scikit-learn
+MOOC](https://www.fun-mooc.fr/en/courses/machine-learning-python-scikit-learn).
+Enroll for the full MOOC experience (quiz solutions, executable
 notebooks, discussion forum, etc ...) !
 
 The MOOC is free and hosted on the [FUN-MOOC](https://fun-mooc.fr/) platform

jupyter-book/index.md

@@ -32,11 +32,13 @@ interpreting their predictions.
 <div class="container">
   <div class="row">
     <div class="col-xl">
-      A new session of the
+      The latest version of the MOOC
       <a href="https://www.fun-mooc.fr/en/courses/machine-learning-python-scikit-learn">
-        "Machine learning in Python with scikit-learn MOOC"
+        here
+      "Machine learning in Python with scikit-learn"
       </a>,
-      is available starting on November 8th, 2023 and will remain open in self-paced mode.
+      is available for self-paced learning and is continuously updated to run
+      with the latest version of scikit-learn.
       Enroll for the full MOOC experience (quiz solutions, executable notebooks, discussion
       forum, etc ...) !
       </br>