Other university, Mechanical Engineering , Machine Learning Syllabus

Machine Learning Lecture notes | Videos | Free pdf Download | Previous years solved question papers | MCQs | Question Banks| Syllabus
Get access to 100s of MCQs, Question banks, notes and videos as per your syllabus.
Try Now for free

Unit - 1 Introduction

Unit 1

Introduction

1.1 Well defined learning problems

1.2 Design of a learning system

1.3 Issues in Machine Learning

1.4 Concept Learning

1.5 Generaltospecific ordering of hypotheses

1.6 FindS Finding a Maximally Specific Hypothesis

1.7 ListthenEliminate Algorithm

1.8 CE CandidateElimination Algorithm

Unit - 2 Decision tree learning

Unit 2

Decision Tree Learning

2.1 Decision tree learning algorithm

2.2 Artificial Neural Networks

Unit - 3 Evaluating Hypotheses

Unit 3

Evaluating Hypotheses

3.1 Evaluating Hypotheses Estimating Hypotheses Accuracy

3.2 Bayesian Learning Bayes theorem Concept learning Bayes Optimal Classifier

Unit - 4 Computational Learning Theory

Unit 4

Computational Learning Theory

4.1 Computational Learning Theory

4.2 INSTANCEBASED LEARNING

Unit - 5 Genetic Algorithms

Unit 5

Genetic Algorithms

5.1 Genetic Algorithms GA

5.2 Models of Evolution and Learning

Download MECH Fourth Year syllabus pdf
Get access to 100s of MCQs, Question banks, notes and videos as per your syllabus.
Try Now for free
Other Subjects of fourth-year
Theory of elasticity
automobile engineering
Non-destructive testing
Hydraulics and pneumatics
Internal combustion engines
Intellectual property rights
Business regulatory framework
Introduction to management and function
Popular posts
Top 5 interview advice for engineers
Top 10 websites all engineering students should use
Top 5 websites for academic research
Top 10 engineering youtube channels to engineers
Share  
Link Copied
More than 1 Million students use Goseeko! Join them to feel the power of smart learning.
Spot anything incorrect? Contact us