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Machine Learning is a subfield of computer science that draws on elements from algorithmic analysis, computational statistics, mathematics, optimization, etc. It is mainly concerned with the use of data to construct models that have high predictive/forecasting ability. Topics include modeling building, applications, theory, etc.
1
vote
Approaches to fit a theoretical model on a physical device
If you have a physical model of which you do not know the exact parameters, then the following should work:
Generate a series of $T(f)$ functions, with repeated data points by setting $S_{in}(f)$ and …
0
votes
How to use machine learning to find pattern of similar regions in signals
A good package for finding 'similar' signals is the matrix profile for Python.
If I understand your question correctly, then it would spare you from creating random signals to train a classifier. Also …
2
votes
Fast introduction to deep learning in Python, with advanced math and some machine learning b...
This would actually be more suitable as a comment, but I am lacking the reputation to do so.
Given your background, I recommend this page
https://www.python-course.eu/python3_course.php
It's a goo …