@datascibykashi: 💻 Coding Tip for Beginners: Always understand the why behind every ML algorithm not just the code! Decision Trees are one of the most common interview topics simple to understand but packed with important concepts! In this video, we’ll cover: 🧠 Top Interview Questions & Concepts: 1️⃣ What is a Decision Tree and how does it work? 2️⃣ What are Gini Impurity, Entropy, and Information Gain? 3️⃣ How does a tree decide where to split? 4️⃣ What causes overfitting in Decision Trees, and how can you prevent it? 5️⃣ Difference between Decision Tree and Random Forest. 6️⃣ Real-world use cases where Decision Trees shine! ⚡ Bonus Tip: Learn to visualize Decision Trees in Python using sklearn.tree.plot_tree() interviewers love when you can explain visually! 📚 Stay consistent one concept a day keeps confusion away 💪 #CodingTips #machinelearning #DataScience #creatorsearchinsights #codingtips

Data Scientist | Kashi

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Thursday 13 November 2025 14:32:56 GMT