Dataset tutorial new

[levtelyatnikov]

Checklist

• My pull request has a clear and explanatory title.
• My pull request passes the Linting test.
• I added appropriate unit tests and I made sure the code passes all unit tests. (refer to comment below)
• My PR follows PEP8 guidelines. (refer to comment below)
• My code is properly documented, using numpy docs conventions, and I made sure the documentation renders properly.
• I linked to issues and PRs that are relevant to this PR.

Description

Issue

Additional context

[review-notebook-app]

Check out this pull request on 

See visual diffs & provide feedback on Jupyter Notebooks.

---

Powered by ReviewNB

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 87.65%. Comparing base (fb4f433) to head (83b2a19).
Report is 8 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #117      +/-   ##
==========================================
+ Coverage   85.48%   87.65%   +2.16%     
==========================================
  Files         126      125       -1     
  Lines        3582     3547      -35     
==========================================
+ Hits         3062     3109      +47     
+ Misses        520      438      -82     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.