This page contains downloads related to the course – Principles of Artificial Intelligence and Machine Learning.

Table of Contents

Important Questions

PoAIML Important Questions

Important Questions

Assignments

PoAIML Assignment-2

PoAIML Assignment-1

UNIT 1

Uninformed and Informed Search Differences

UNIT 2

Concept Learning

UNIT 3

Machine Learning: Introduction

Introduction to Machine Learning

Supervised Learning: Learning from Examples

Supervised and Unsupervised Learning Differences

Linear Regression

Linear Regression Problem

UNIT 4

Artificial Neural Networks

Problem on ANN

UNIT 5

Decision Trees

Decision Tree Learning

Decision Tree – Example 1

Decision Tree – Example 2

Reinforcement Learning

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