Data Science

Build real-world data skills and streamline feedback in one place.

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Overcome challenges in your course

  • Handling Jupyter Notebooks is time-consuming: Coordinating distribution, submission, and grading across different systems creates unnecessary hassle and eats into instruction time.
  • Feedback isn’t easily scalable: In large courses, students may face long delays in receiving support, which can lead to frustration and disconnection.
  • Many students are new to coding: They frequently face challenges with R or Python syntax, debugging, or simply navigating an IDE for the first time.

1. Simplify notebook management

Handling notebooks shouldn’t steal your teaching time. CodeGrade keeps everything organized and in one place.

  • Assign and collect notebooks directly through your LMS
  • Let students code in‑browser with auto‑save and built‑in version control
  • Grade using identical, pre‑configured environments for every learner
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2. Reinforce statistical skills through hands‑on practice

Theory sticks when students apply it. CodeGrade makes it easy to build and test core data concepts.

  • Build confidence in core concepts with short quizzes
  • Catch errors on the spot via real‑time feedback that keep students on track
  • Watch students get more practice, motivation and confidence

3. Provide clear, actionable feedback

Targeted guidance turns mistakes into learning moments without slowing you down.

  • Give automatic feedback to any class size
  • Guide students in context using inline comments that point out exactly what to fix
  • Grade consistently and fairly with simple, transparent rubrics everyone understands
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Highlighted Features

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Jupyter Notebooks integration

Manage a real-world environment with ease.

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Automatic feedback

Instant automatic feedback for better learning.

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Inline comments

Leave comments on specific lines of code.

Discover how institutions use CodeGrade to improve their coding courses

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Jamie Andrews

Director of Graduate Programs

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

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Leslie Hendrix

Clinical Professor in Management Science

"Coding is like learning a sport. You have to practice repeatedly to improve."

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Carey Baldwin

Lecturer at the University of Massachusetts, Amherst in the Isenberg School of Management.

"I really appreciate the partnership that I have with CodeGrade, they help solve every problem!"

Get started today and unlock the power of CodeGrade.