Supervised machine learning:   includes a fair amount of trial and error in model design.   requires picking the correct model from the start, or else your foundations are weak   requires a PhD or the equivalent level of experience in Computer Science   will often need millions of images to build any sort of useful model   is largely dependent on the quality of your data. Clean, well-labeled data builds strong models.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Supervised machine learning:

 
includes a fair amount of trial and error in model design.
 
requires picking the correct model from the start, or else your foundations are weak
 
requires a PhD or the equivalent level of experience in Computer Science
 
will often need millions of images to build any sort of useful model
 
is largely dependent on the quality of your data. Clean, well-labeled data builds strong models.
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