During the 10 years since the first Machine Learning course debuted, Python has become the key programming language for AI applications. The assignments and lectures in the new Specialization are already rebuilt to employ Python as an alternative to Octave, like in the original course.
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QR Decomposition in Machine learning QR decomposition is often a means of expressing a matrix since the item of two matrices: Q (an orthogonal matrix) and R (an upper triangular matrix).
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• Build and use decision trees and tree ensemble methods, which includes random forests and boosted trees.
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Prior to the graded programming assignments, you'll find extra ungraded code notebooks with sample code and interactive graphs that may help you visualize what an algorithm is accomplishing and help it become simpler to complete programming exercise routines.