Give feedback on Jupyter Notebooks

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Teacher providing inline feedback with suggestions within a CodeGrade Jupyter Notebook coding exercise.

CodeGrade AutoTest results for a Jupyter Notebook, detailing IO tests, code structure, and overall score.

1. Feedback that counts

Point out logic errors and best practices in context.

Encourages learners to connect feedback directly to their work
Demonstrates coding standards as you review
Makes corrections more memorable than end‑of‑document notes

Instructor giving targeted inline feedback on a specific code cell in a student's Jupyter Notebook submission.

Instructor giving targeted inline feedback on a specific code cell in a student's Jupyter Notebook submission.

2. Keep conversations going

Keep Q&A organized under each code cell.

Turns feedback into a collaborative dialogue
Reduces email back‑and‑forth by keeping comments in‑place
Builds a peer‑learning community inside each assignment

3. Encourage collaboration

Empower students to learn by reviewing each other’s notebooks.

Reinforces concepts as reviewers articulate constructive critiques
Promotes critical thinking and deeper engagement with material
Cultivates a supportive class culture where feedback flows both ways

CodeGrade online IDE showing a Jupyter Notebook assignment seamlessly integrated within an LMS environment.

Give students feedback that fuels learning with CG-Feedback.

Bring instant, inline, and actionable guidance to your students so no one gets left behind.

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Discover how institutions use CodeGrade to improve their coding courses

Sarah Veatch

Associate Director of Graduate Studies, Professor of Biophysics

"It’s easy to scale the class while giving students the feedback they need to be successful."

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Angela Venable

Assistant Professor, Ivy Tech Community college

“I also find students get more engaged when they get quicker feedback.”

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Patrick Totzke

Full Professor

I have many students expressing how amazing it is to use CodeGrade for their submissions!

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