A computer would deserve to be called intelligent if it could deceive a human into believing that it was human. - Alan Turing
Lets talk about something new.
But wait, why we require that something new?
Lets explore the reason.
Machine Learning
Field of study that gives computers the ability to learn without being explicitly programmed.
Well I knew that whats new ?
What else you know ?
Do you use it in daily life or how it is used ?
Daily life examples :
Ranking web pages.
Facebook and apple tag feature.
Spam folder in email.
Recommender Systems.
Examples :
Database mining - Large datasets from growth of automation. E.g.- Web click data, medical records, computational biology.
Applications can't programmed by hand - Autonomous Helicopter, handwriting recognition, NLP.
Self customizing programmes - Recommeder systems.
Understand human learning.
Machine learning is also defined as
A computer program is said to learn from experience E with respect to some task T and some performance measure P if its performance on T, as measured by P, improves with experience E.
Machine learning algorithms
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Deep learning
Supervised Learning
Given a set of right answers, we have to predict more right answers.
Unsupervised Learning
Given an unlabelled data and we have to analyze that and find new results.
