Within the 10 years For the reason that first Machine Learning course debuted, Python has become the principal programming language for AI applications. The assignments and lectures in the new Specialization happen to be rebuilt to make use of Python in lieu of Octave, like in the original course.
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• Build recommender systems with a collaborative filtering solution in addition to a articles-centered deep learning method.
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Build & train supervised machine learning models for prediction & binary classification tasks, together with linear regression & logistic regression
• Build machine learning models in Python using common machine learning libraries NumPy and scikit-learn.