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A neural network is often mentioned but covers only a small part of machine learning. Especially beginners might get discouraged because of statistics and math which is an integral part of machine learning. By joining this course you get the chance to create and optimize your own machine learning algorythms. But if you want to actually practise python machine learning and create your own models in python, then this beginner's course is the right way to start!