What does model mean?
What a learning method produces: the rule, as data, that turns new inputs into answers. It can be saved as text and loaded somewhere else.
In a lesson
A model is data. For nearest neighbour it is the samples; for the network it is the weights. Data can be written down, and written-down data can be kept, shared, and loaded into a different program, on a different machine, on a different day. This lesson does that with JSON.
Learn it
- Taught in 8.7 Models as text Learning, Robot club
Used in
- F9.5 CPU performance
- F9.6 Memory
- F10.2 Network hardware and connections
- F10.8 Layers
- F11.1 Why cyber security
- F12.7 AI, robots and bias
- 8.1 See as numbers
- 8.2 Collecting data
- 8.3 Nearest neighbour
- 8.8 Project: situations
and 70 more lessons.
Do the lesson in the simulator