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Getting Started
May 4, 2019
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Data Structure and Algorithm Complexity (A Complete Guide) | Simplilearn
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simplilearn.com
🔥🚀 ALGORITHM COMPLEXITY CHEAT SHEET: Your ML Speed Guide! ⚡ Ever wondered why your Random Forest trains faster than SVM? Or why kNN has ZERO training time? 🤔 Here's the ultimate complexity breakdown! 📊 🔥 ALGORITHM COMPLEXITIES: 🏃‍♂️ FAST TRAINERS: • kNN: O(1) training - literally NO training needed! • Naive Bayes: O(n×m×c) - probabilistic powerhouse • Linear Regression: O(nm² m³) - classic and efficient ⚡ MODERATE COMPLEXITY: • Decision Trees: O(n log(n)×m) - interpretable beauty • Random
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The surprisingly ancient origin story of the algorithm. | BBC
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Lecture 23: Computational Complexity | Introduction to Algorithms | Electrical Engineering and Computer Science | MIT OpenCourseWare
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Lecture 17: Complexity: Approximation Algorithms | Design and Analysis of Algorithms | Electrical Engineering and Computer Science | MIT OpenCourseWare
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Algorithms complexity | Free Video Tutorial | Udemy
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