[ci skip] FIX Several typos accross landing pages (#773)

Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu> 913cc1c

_sources/index.md

@@ -36,8 +36,8 @@ interpreting their predictions.
       <a href="https://www.fun-mooc.fr/en/courses/machine-learning-python-scikit-learn">
         "Machine learning in Python with scikit-learn MOOC"
       </a>,
-      is available starting on October 18, 2022 and will last for 3 months. Enroll for
-      the full MOOC experience (quizz solutions, executable notebooks, discussion
+      is available starting on November 8th, 2023 and will remain open in self-paced mode.
+      Enroll for the full MOOC experience (quiz solutions, executable notebooks, discussion
       forum, etc ...) !
       </br>
       The MOOC is free and the platform does not use the student data for any other purpose
@@ -79,7 +79,7 @@ You can cite us through the project's Zenodo archive using the following DOI:
 [10.5281/zenodo.7220306](https://doi.org/10.5281/zenodo.7220306).
 
 The following repository includes the notebooks, exercises and solutions to the
-exercises (but not the quizz solutions ;):
+exercises (but not the quizzes' solutions ;):
 
   https://github.com/INRIA/scikit-learn-mooc/
 

index.html

@@ -700,8 +700,8 @@ <h2>Course presentation<a class="headerlink" href="#course-presentation" title="
       <a href="https://www.fun-mooc.fr/en/courses/machine-learning-python-scikit-learn">
         "Machine learning in Python with scikit-learn MOOC"
       </a>,
-      is available starting on October 18, 2022 and will last for 3 months. Enroll for
-      the full MOOC experience (quizz solutions, executable notebooks, discussion
+      is available starting on November 8th, 2023 and will remain open in self-paced mode.
+      Enroll for the full MOOC experience (quiz solutions, executable notebooks, discussion
       forum, etc ...) !
       </br>
       The MOOC is free and the platform does not use the student data for any other purpose
@@ -742,7 +742,7 @@ <h2>MOOC material<a class="headerlink" href="#mooc-material" title="Permalink to
 <p>You can cite us through the project’s Zenodo archive using the following DOI:
 <a class="reference external" href="https://doi.org/10.5281/zenodo.7220306">10.5281/zenodo.7220306</a>.</p>
 <p>The following repository includes the notebooks, exercises and solutions to the
-exercises (but not the quizz solutions ;):</p>
+exercises (but not the quizzes’ solutions ;):</p>
 <p><a class="github reference external" href="https://github.com/INRIA/scikit-learn-mooc/">INRIA/scikit-learn-mooc</a></p>
 <p>The MOOC material is also published as a static website at:</p>
 <p><a class="reference external" href="https://inria.github.io/scikit-learn-mooc/">https://inria.github.io/scikit-learn-mooc/</a></p>