chore: update notebooks

[ilan-gold]

• Closes #
• Tests added

• Release note not necessary because: Dev change

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 85.60%. Comparing base (829abb6) to head (bd87d5f).
⚠️ Report is 2 commits behind head on main.
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #2462   +/-   ##
=======================================
  Coverage   85.60%   85.60%           
=======================================
  Files          49       49           
  Lines        7671     7671           
=======================================
  Hits         6567     6567           
  Misses       1104     1104