🔥🚀 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

These AI project ideas are beginner-friendly and will help you practice in-demand coding skills. Here’s where you can download the datasets for these projects: 🪻Iris Flower dataset from UCI Machine Learning Repository 🍿 Large Movie Review Dataset from Stanford University ✍️ MNIST dataset from Kaggle #Programming #Coding #Developer #AIProject #MachineLearning | Codecademy