Run Jupyter Notebooks

Launch interactive notebooks instantly. Students spend time learning, not troubleshooting.

Get a demo

Get a free sandbox

Online IDE (Jupyter Notebook) AutoTest feedback on Python arithmetic tasks like addition and multiplication.

Online IDE showing Jupyter Notebook Python code for arithmetic operations (subtraction, multiplication, division) with AutoTest results.

1. Immersive practice

Let students tackle real‑world problems in Notebooks straight away.

Boosts confidence as learners experiment without Jupyter setup barriers
Bridges theory and practice by combining code, data, and markdown
Prepares students for industry workflows from day one

Online IDE providing Jupyter Notebook AutoTest feedback for Python modulus and division calculations.

AI assistant in Jupyter Notebook IDE explaining the importance of correct cell execution order.

2. Create one environment

Guarantee that every notebook runs the same way, regardless of student hardware.

Eliminates “it works on my machine” questions
Ensures equity by giving all students identical resources
Frees instructors to focus on teaching rather than technical fixes

3. Give instant feedback

Students see their Notebook errors and results side‑by‑side to deepen conceptual understanding.

Helps learners see the impact of changes immediately
Encourages iterative experimentation and discovery
Reduces frustration by pointing out issues before they escalate

Online IDE (Jupyter Notebook) showing Python calculation for the square root of pi using math module.

Make every line of code count with CG-Learn.

Boost engagement with varied practice opportunities and instant feedback in your LMS.

Learn more

Get a demo

Discover how institutions use CodeGrade to improve their coding courses

Jamie Andrews

Director of Graduate Programs

I can see the student submissions and slowly watch their scores creep up, which is incredibly rewarding!

Read full case study

Angela Venable

Assistant Professor, Ivy Tech Community college

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

Read full case study

Kevin McDonnell

CS Undergraduate Program Director

"That's one thing I really like about CodeGrade - how seamlessly all the pieces work together."

Read full case study

Related resources

December 17, 2024

Best Practices for Rubric Design in Coding Assignments

March 25, 2025

Jupyter Notebooks Improvements + Release Schedule!

July 1, 2024

Course Spotlight: how to set up an Introduction to Python course

Get started today and unlock the power of CodeGrade.

Get a demo

Get a free sandbox