How to Build a Machine Learning Model from Scratch - Step by Step

🔥 09 ESSENTIAL ML ALGORITHMS You MUST Know! 🚀 Whether you’re a beginner or pro, these are the backbone of every Machine Learning project 👇 1️⃣ Linear Regression – Predict continuous values 📈 2️⃣ Logistic Regression – For binary classification 🔁 3️⃣ Decision Tree – Human-like decision making 🌳 4️⃣ SVM – The margin master ⚔️ 5️⃣ KNN – The neighbor-based learner 🧭 6️⃣ Dimensionality Reduction – Simplify the data 🎯 7️⃣ Random Forest – The power of many trees 🌲 8️⃣ K-Means – Cluster and conq