Data Science

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

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Overcome challenges in your course

Notebook logistics eat teaching time: distributing, collecting, and grading notebooks across systems adds friction to every week.

Feedback doesn't scale on its own: in large courses, students wait for support just when the learning moment is freshest.

Many students are new to coding: R and Python syntax, debugging, and unfamiliar tools can block the analysis you actually want to teach.

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, with practice that checks itself.

  • Build confidence in core concepts with short coding quizzes students check instantly
  • Catch errors on the spot with real-time feedback that keeps students on track
  • The AI assistant helps when students are stuck, under rules you set, with every conversation visible to you

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

Keep your notebook workflow. Add grading that actually works.

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Autograder

Grade code automatically across 175+ languages, with feedback that lands while students are still coding. Start free.

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Coding quizzes and questions

Multiple choice and code writing questions, graded automatically the moment students submit.

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The Environment

Browser editor, real Ubuntu terminal, instant feedback, and AI built for learning.

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Inline code feedback

Line-by-line comments and reusable snippets for faster code review.

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Code plagiarism checker

Detect code similarity within your class and across semesters.

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.