To Learn
Yes, you heard it right!
Machine these days are capable to learn, and what's more interesting is that they are doing a great job
or
With Data
When the machine learns with the help of data set or guidance, the learning is called, Supervised Learning.
Similar to humans, machines are instructed to generate certain output for input based on the learning techniques used. (Later)
Without Data
When Machine Learns based on the technique only, with no external guidance, this is known as Unsupervised Learning.
Learning System, input, output, tutor and all with diagram
The components of a machine learning system mainly consists of,
Input (Can be data or instructions)
Algorithm (Technique used to Learn)
Output (The conclusion made by the machine)
Actuators and Sensors, included creates learning system
We all have our method to learn, so do these machines!
Everyone, among humans, uses certain methods to learn things.
These techniques can differ with others.
Similarly, Machines uses different techniques to learn based on the circumstances.
Techniques used by Machines include,
Neural network
SVM
KNN
K-Means
And so on,
By Mohit Bansal
College presentation on Machine Learning Techniques used in industry.