Medium⏱ time2 hr$ cost0
Weather Predictor
Use past weather data to predict tomorrow's temperature with a simple model.
Start building ↓
Result first
The build
Step 01
Load history
Read past daily weather data.
Step 02
Build features
Use recent days to predict the next.
Step 03
Train
Fit a regression model.
Step 04
Predict
Estimate the next day's temperature.
Working Principle
The model learns how recent days' weather relates to the next day's, then projects that pattern forward.
The science behind it
A closer look
Time-series prediction uses past values as features; it captures trends but struggles with sudden changes.
Take it further
Variables to test
- 1 Add humidity as a feature — better?
- 2 How far ahead can it predict usefully?
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