Basics of Machine Learning
 
       Machine Learning – Types with Simple Numerical Examples            Machine Learning – Types with Simple Numerical Examples                              📘                     1) Supervised Learning            Meaning:  Learn from labeled examples (inputs X with correct outputs y).            Example:  House price: Size (sq.ft) -> Price (lakhs). Train on (1000->50), (1500->75), (2000->100).              Learned rule ~ Price = 0.05 * Size. Predict 1800 -> 90 lakhs.            Has labels Prediction                                         🍎                     1a) Classification (Supervised)            Meaning:  Predict a class label.            Example:  Fruit by weight (g). Bananas: 100,110,120. Apples: 150,160,170. New fruit 140.              Means: Banana=110, Apple=160. Distances: |140-110|=30, |140-160|=20.              Predict Apple  (closer to 160).            Yes/No or Category                                         📈                     1b) Regression (Su...
 
 
