Introduction

Hello, world! This is my first article on C# Corner. The topic I will be explaining is Machine Learning. Yes! You read it right! Machines do learn! After formal discussion. I will be moving to Microsoft Azure Machine Learning. Knowingly and unknowingly we are all using machine learning every day, or should I say every hour? How? Questions galore! So here is a list of a few applications using machine learning.

Machine learning

In general, as do human beings learn by example, from our mistakes similarly a machine can also learn by example. In technical terms, we say training the algorithm by using huge data volumes and then use that to predict certain patterns, trends and classifications, and various other outcomes.
Mathematical definition (Mitchell 1997):
“A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P if its performance at the tasks improves with the experiences”
So the next question in your mind might be, how to make machines learn?
In general, if we write a program, provide input and after processing we get output.
Traditional Programming paradigm
1.1 Traditional Programming paradigm
In machine learning, we provide data and the desired output and we get programs, yes programs!
Machine Learning Programming paradigm
1.2 Machine Learning Programming paradigm
To be continued.