See the Workflow
Students can arrange steps for data, training, evaluation and prediction instead of only reading abstract explanations.
Blockly AI guide
What Is Blockly AI?
Blockly AI is a visual way to help students describe data, training, evaluation and prediction steps before they write advanced machine learning code.
Blockly AINo-code AIMachine learningDofE
DofE Skills Snapshot
Use this orientation to match the advice with the student's DofE Skills section decision.
Best for
Parents and students comparing this route for a DofE Skills section activity.
Core topics
- Why Blockly AI Helps
- Where Blockly AI Fits in DofE
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Why Blockly AI Helps
Visual blocks reduce the early cognitive load, so students can focus on the workflow and reasoning behind AI systems.
Explain the Model
Blocks make it easier to describe what each stage does and why a model's output may change.
Prepare for Python
Once students understand the structure, Gold can move them into Python machine learning with more confidence.
Where Blockly AI Fits in DofE
Blockly AI is not the whole pathway. It is the bridge between beginner AI projects and advanced Python machine learning.
Bronze
Students start with accessible AI concepts, classifiers, prompt engineering and creative projects.
Silver
Students use Blockly AI and visual pipelines to understand model workflows and ML foundations.
Gold
Students implement applied machine learning workflows with Python and data science packages.
Questions Parents Ask
Is Blockly AI the same as Scratch?
It is similar in spirit because it uses visual blocks, but the goal is different. Blockly AI focuses on AI and machine learning workflows rather than general beginner programming.
Is Blockly AI no-code?
Yes, it can be used as a no-code visual layer. In our pathway, it also prepares students for later Python machine learning.
Which DofE course uses Blockly AI most?
Silver is the strongest Blockly AI page because it focuses on visual machine learning workflows and model foundations.
Want a Visual Route into AI?
Start with the DofE AI pathway and use Silver as the bridge from visual workflows to Python machine learning.