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8th Semester
IT-802 (A)
Unit 2 Notes

IT-802 (A) Machine Learning Unit 2 Notes

Notes and important questions for unit 2: Supervised Learning Algorithms.

Unit 2 · Short notes Supervised Learning Algorithms Learning a Class from Examples · Linear, Non‑linear, Multi‑class and Multi‑label classification · Decision Trees: ID3, Classification and Regression Trees (CART) · Regression: Linear Regression, Multiple Linear Regression, Logistic Regression · Neural Networks: Introduction, Perceptron, Multilayer Perceptron · Support vector machines: Linear and NonLinear, Kernel Functions

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