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In this episode, we're demystifying decision trees - one of the fundamental algorithms in machine learning! Join us as we walk through how decision trees work, the history behind them, key algorithms like ID3 and C4.5, their pros and cons, and some real-world applications. Whether you're new to data science or looking for a refresher, this episode will help you understand everything you need to know about decision trees in an intuitive way. Learn how they became an essential ML technique used for tasks like medical diagnosis, credit scoring, and more. Tune in to gain a solid grasp of tree-based models for classification and regression!

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