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From the ten years considering that the very first Machine Learning study course debuted, Python has become the main programming language for AI applications. The assignments and lectures in the new Specialization are rebuilt to make use of Python as an alternative to Octave, like in the initial training course.
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• Build and use decision trees and tree ensemble approaches, which include random forests and boosted trees.
Unlike the first study course, which necessary some familiarity with math, the new Specialization aptly balances instinct, code observe, and mathematical idea to make a basic and successful learning experience for very first-time students.
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Every lesson starts with a visual representation of machine learning concepts plus a superior-amount explanation of the intuition behind them. It then offers the code that may help you put into action these algorithms and additional movies describing the underlying math if you want to dive deeper.