You're running a solar farm and want to predict daily energy production. You can install sensors to collect data, but you can only afford 3 sensors. Choose wisely – some measurements matter, others don't!
Your Mission
Train a model to predict whether each day will have high or low energy production. But remember: the model can only learn from what you choose to measure!
☀️ Solar Energy Predictor
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Location
Sensors
Collect
Train
Test
Step 1/5•
Choose Your Solar Farm Location
Different locations have different sunlight patterns. This affects which measurements matter.
STEP 1 OF 5
Choose Your Solar Farm Location
Different locations have different sunlight patterns. This affects which measurements matter.
Key Takeaways
- • Some measurements are noise: Wind speed and moon phase don't affect solar panels.
- • Context matters: The same feature (like Month) may be critical in some locations but useless in others.
- • More ≠ Better: Measuring irrelevant things confuses the model.
- • The model is limited by YOU: It can only learn from the data you provide.