Data, labels and training
S1 (5e) to S2 (4e) · 🤖 Artificial intelligence · 🛠️ Technology and digital skills
Datasets and pixels, labels and supervised learning, how a model is trained and how it is evaluated.
- Questions
- 30, in 5 parts: Data · Labels · Trap question · Training · Evaluation
- Chapter
- Data, labels and training
- Game
- Citadel
- Pack language
- English
A taste of what is inside
- In AI, a dataset is…a collection of examplesa computer screena programming languagea type of robot
- A label is…a type of cablethe name of the programmerthe price of a computerthe right answer attached to an example
- A model gets 99% right on its training data but 60% on new data. It has…been tested welllearned perfectlyoverfittedunderfitted
How to get it
In your game (full version): ⚙️ Settings → 📚 Question bank, choose this pack, then “Buy”. The payment opens in your browser; the pack then installs itself and stays available on every device of your licence.
Try Citadel: the free demo