Free Preparation Discussions
MENU
iSQI Exam CT-AI Topic 2 Question 6 Discussion
Topic #: 2
A software component uses machine learning to recognize the digits from a scan of handwritten numbers. In the scenario above, which type of Machine Learning (ML) is this an example of?
SELECT ONE OPTION
Recognizing digits from a scan of handwritten numbers using machine learning is an example of classification. Here's a breakdown:
Classification: This type of machine learning involves categorizing input data into predefined classes. In this scenario, the input data (handwritten digits) are classified into one of the 10 digit classes (0-9).
Why Not Other Options:
Reinforcement Learning: This involves learning by interacting with an environment to achieve a goal, which does not fit the problem of recognizing digits.
Regression: This is used for predicting continuous values, not discrete categories like digit recognition.
Clustering: This involves grouping similar data points together without predefined classes, which is not the case here.
Wendell
5 months agoTandra
4 months agoBuffy
4 months agoReynalda
4 months agoJonell
4 months agoSuzan
5 months agoMitsue
3 months agoKatina
3 months agoMinna
3 months agoBarney
4 months agoSarah
4 months agoCasandra
4 months agoGlendora
5 months agoMaile
4 months agoDorinda
4 months agoYuonne
5 months agoTasia
5 months agoShawnta
5 months agoGussie
5 months agoWillard
4 months agoAntonio
4 months agoLaurel
4 months agoHaley
4 months agoBuddy
5 months agoAdell
5 months agoWilburn
5 months ago