CodeTutor-Python & R Learning Platform

Example

Creating a Python function to filter a list based on a given condition, followed by immediate feedback and tips for improvement.

Scenario

A user learning about Python's list comprehensions is tasked with writing a script that filters even numbers from a list. CodeTutor provides a sample list, asks the user to write the code, and then offers feedback on the code's efficiency and adherence to Pythonic best practices.

Example

Adjusting the difficulty of exercises based on user responses, ensuring a personalized learning curve.

Scenario

After a user successfully completes a series of basic data manipulation tasks in R, CodeTutor introduces more complex challenges involving data frames and dplyr, gradually increasing the complexity based on the user's performance.

Example

Integrating principles of TDD in exercise instructions, encouraging users to write tests for their code before implementation.

Scenario

A user is introduced to the concept of Test-Driven Development through a simple exercise: writing test cases for a function before implementing the function itself. CodeTutor provides guidance on writing effective tests in Python using the unittest framework, thereby instilling the habit of testing code early in the learning process.