Abstract
SHS investigation development is considered from the geographical and historical viewpoint. 3 stages are described. Within Stage 1 the work was carried out in the Department of the Institute of Chemical Physics in Chernogolovka where the scientific discovery had been made. At Stage 2 the interest to SHS arose in different cities and towns of the former USSR. Within Stage 3 SHS entered the international scene. Now SHS processes and products are being studied in more than 50 countries.
Abstract
Supervised learning is a machine learning task of mapping the input to the
output on the basis of labeled input-output example pairs. Supervised learning may be
of two types: classification and regression. In this chapter, we will discuss linear
regression in one variable, linear regression in multiple variables, gradient descent, and
polynomial regression.
Keywords:
Data science, Jupyter, Machine learning, Matplotlib, Numpy, Python, Scikit learn, SciPy.
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Authors:Bentham Science Books