Intermediate
Artificial Intelligence & Machine Learning
Q60 / 100
What is federated learning?
Correct! Well done.
Incorrect.
The correct answer is B) A distributed ML paradigm training models across many devices without sharing raw data, sending only model updates to a central aggregator
B
Correct Answer
A distributed ML paradigm training models across many devices without sharing raw data, sending only model updates to a central aggregator
Explanation
Federated learning (Google, Apple): models train locally on-device (privacy preserved), send gradients/weights to server for aggregation. Used in keyboard prediction, medical imaging (hospitals can't share patient data).
Progress
60/100