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Posted: June 17th, 2022
Question description
one major practical
application area for factor analysis (usually applied as Principal Component
Analysis) is image processing. A digitized picture can be viewed as a very
large data set with some structure that identifies the pixels with a location.
Each pixel is a variable that contains information about the intensity and
color of a point. Factor analysis can be used to find patterns in an image.
This is how face recognition works on an iPhone or, more seriously, how
software can help radiologist identify tumors in an MRI output.
Another rapidly emerging application
area is in the analysis of genetic and protein sequences. The first human DNA
sequence cost something in excess of a billion dollars to produce. 20 years
later, it is rapidly becoming a practical diagnostic method with the promise of
true personalized medicine.
You are quite right that this is a
technology that is the direct result of ever faster, more powerful and cheaper
computing capability. And the possibilities are only limited by the imagination
of researchers. So I will be very interested to see where you go with your
ideas about VR in education.Can you please respond to this question from the module 8 question you already answered. I have attached module 8 question and its response, and my research dissertation.
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