Code.org

Open AI for Oceans in the browser.

Label data points as 'fish' or 'trash' to train the classification engine.

Analyze the resulting confusion matrix for classification errors.

Test the model against a fresh dataset to measure accuracy.

Discuss ethical bias in the initial training set labels.

Initialize App Lab project.

Design the UI using the drag-and-drop 'Design Mode'.

Write event handlers in JavaScript to manage screen navigation.

Use the 'Share' feature to send a live URL to a mobile device.

Debug in real-time using the integrated console logs.

Access the AI Bot curriculum module.

Input structured prompts to generate specific code snippets.

Iteratively refine prompts to minimize model hallucinations.

Evaluate the 'AI-generated' output for logic errors.

Submit the prompt-response pair for teacher review.

Log into Teacher Dashboard.

Review the color-coded progress grid for the current lesson.

Click into a specific student's workspace to see their exact block logic.

Use the 'Review' mode to leave specific code comments.

Export the performance report for grading integration.

Assign the AP CSP vetted curriculum path.

Complete the 'Create Performance Task' simulation using App Lab.

Practice algorithmic analysis through structured quizzes.

Submit digital portfolios directly through the platform interface.

Review peer projects using the built-in feedback loop.

Open Game Lab using the P5.js library implementation.

Define sprites and assign velocity properties.

Create an animation loop to update sprite positions.

Implement collision detection logic between sprite groups.

Adjust friction and gravity variables to observe physics changes.

Select a themed module (e.g., Minecraft, Star Wars).

Follow the 60-minute self-guided tutorial path.

Complete the 'End of Course' certificate generation.

Download the completion badge for social sharing.

Optionally continue to the full 'Express Course' path.