Machine Learning

Machine Learning

Subject Code: 20A05602T

 

UNIT I – Introduction to Machine Learning &

Preparing to Model

Introduction

•      Introduction to Machine Learning

•      The types of machine learning

•      The evolution of machine learning

 

Introduction to Machine Learning

 

•      The machine learning is a mature technology area finding its application in almost every where in life.

•      It predicts the future market to help unprofessional traders compete with seasoned stock traders.

•      It helps an oncologist find whether a tumor is mild or serious .

•      It helps in optimizing energy consumption thus helping the cause of Green Earth.

•      Google has become one of the front-runners focusing a lot of its research on machine learning and artificial intelligence –

•      Google self-driving car and Google Brain being two most ambitious projects of Google in its journey of innovation in the field of machine learning.

 

Machine Learning

•      Machine learning is a branch of Artificial Intelligence (AI) And Computer Science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

by IBM

 

Types of Machine Learning

•      Machine learning algorithms are classified by four basic approaches, based on how an algorithm learns to become more accurate in its predictions.

•      Supervised Learning, 

•      Unsupervised Learning,

•      Semi-supervised Learning and

•      Reinforcement Learning.

 

The evolution of machine learning