INRIA/scikit-learn-mooc

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Machine learning in Python with scikit-learn MOOC

Stars: 1.4k
Forks: 600
Open beginner issues: 0
Indexed issues: 42
Avg merge: 6d 20h
Merged PRs (30d): 2

Dominant language: Jupyter Notebook
License: CC-BY-4.0
Last GitHub push: Sep 11, 2026
Latest indexed: Sep 17, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

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42 open issues indexed

Add how to inspect a model within cross-validation Open

INRIA/scikit-learn-mooc#124 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
List of hypothesis annotations Open

INRIA/scikit-learn-mooc#148 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Spring clean-up of filenames and folders Open

INRIA/scikit-learn-mooc#151 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Use sklearn.inspection.get_feature_importance Open

INRIA/scikit-learn-mooc#241 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Exercise in model interpretation Open

INRIA/scikit-learn-mooc#245 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Consider adding examples of Machine Learning real-life applications (i.e .why you should care) ??? Open

INRIA/scikit-learn-mooc#271 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
How to convey that admonitions are side-comments that may be skipped (in most cases) Open

INRIA/scikit-learn-mooc#284 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add a subsection in predictive modeling pipeline regarding missing values handling Open

INRIA/scikit-learn-mooc#300 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Discourse tips and tricks (forum post) Open

INRIA/scikit-learn-mooc#321 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Script to execute all notebooks inside the func-mooc.fr docker container Open

infrastructure

INRIA/scikit-learn-mooc#324 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
jupyter-book / jupyter-cache minor build annoyances Open

infrastructure

INRIA/scikit-learn-mooc#329 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Put-back removed code about ipywidgets and confusiong matrix etc ... Open

INRIA/scikit-learn-mooc#338 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Quick way to get the FUN page from a JupyterBook page and the other way around? Open

infrastructure

INRIA/scikit-learn-mooc#346 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Opportunity to use "quizz with plots" in more places Open

INRIA/scikit-learn-mooc#347 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Make it easier to copy solution snippets into the clipboard Open

FUN-specific

INRIA/scikit-learn-mooc#367 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Interlude video ideas Open

video

INRIA/scikit-learn-mooc#389 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Interlude video: what are the differences between a pandas DataFrame, a pandas Series and a numpy array Open

video

INRIA/scikit-learn-mooc#390 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Interlude video: how to read a Python traceback Open

video

INRIA/scikit-learn-mooc#391 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Interlude video: how to navigate the scikit-learn documentation: user guide / examples / API Open

video

INRIA/scikit-learn-mooc#392 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add "advanced pipeline", missing value, imputing module, maybe more Open

INRIA/scikit-learn-mooc#414 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add search tab (same level as glossary) for easier searching through the course Open

FUN-specific user experience

INRIA/scikit-learn-mooc#420 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add wrap-up video of model families Open

video

INRIA/scikit-learn-mooc#434 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Explaining train-validation-test split in M3 Open

video

INRIA/scikit-learn-mooc#439 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add warning messages when full data-set is used Open

INRIA/scikit-learn-mooc#441 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add wrap-up video for cross-validation methods Open

video

INRIA/scikit-learn-mooc#445 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Explain how to read a boxplot Open

video

INRIA/scikit-learn-mooc#453 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add reminder about validation curves' dependency on generalization performance metric Open

INRIA/scikit-learn-mooc#458 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Sprinkle the MOOC with comments on what the evaluation means Open

good first issue

INRIA/scikit-learn-mooc#530 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Revisit the bagging video Open

video

INRIA/scikit-learn-mooc#645 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Investigate moving to Retrolab (JupyterLab with classic notebook interface) rather than Jupyter notebook Open

infrastructure

INRIA/scikit-learn-mooc#673 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Make references to scikit-learn examples more visible Open

INRIA/scikit-learn-mooc#675 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Reenable thebe integration Open

INRIA/scikit-learn-mooc#677 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Use jupyterlab-myst Open

INRIA/scikit-learn-mooc#742 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Revisit the boosting video Open

video

INRIA/scikit-learn-mooc#777 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add notebooks to "Regularization in linear model" section Open

INRIA/scikit-learn-mooc#787 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Wrap-up quiz M3 needs some maintainance Open

INRIA/scikit-learn-mooc#801 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Quizz M5.02 on classification trees does not contain any question on classification trees specifically Open

INRIA/scikit-learn-mooc#805 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Align hyperparameter tuning GBT models Open

INRIA/scikit-learn-mooc#835 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Change way to enumerate exercises and quizzes Open

INRIA/scikit-learn-mooc#848 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Simplify code using skrub TableReport and TableVectorizer Open

INRIA/scikit-learn-mooc#866 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
pyproject.toml as single source for dependencies? Open

INRIA/scikit-learn-mooc#869 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Bump jupyter-book version to 2.0 Open

INRIA/scikit-learn-mooc#874 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

INRIA/scikit-learn-mooc

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