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Prior to the graded programming assignments, you can find added ungraded code notebooks with sample code and interactive graphs to assist you to visualize what an algorithm is accomplishing and enable it to be a lot easier to finish programming exercise routines.
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• Make and use choice trees and tree ensemble approaches, which include random forests and boosted trees.
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These classes are optional and are not necessary to finish the Specialization or implement machine learning to serious-earth jobs.
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By the end of the Specialization, you'll have mastered critical ideas and obtained the practical know-how to quickly and powerfully utilize machine learning to hard authentic-entire world troubles.
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Just about every lesson starts with a visual representation of machine learning principles in addition to a high-amount clarification on the intuition behind them. It then provides the code to help you implement these algorithms and extra movies describing the fundamental math if you wish to dive deeper.