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How to Use Special Keys in UNIX

UNIX operating system has some special keys. These you can use to interrupt the program processing or to resume it. The file management and keys totally different in UNIX kinds of operating systems. 



An example of a UNIX special key and its use.
Why You Need Interruption
A scenario where you made some mistake in the input command and you need to stop the further process. Then you can use the CTRL+C command. It is equal to the DELETE command.

List of UNIX Special Keys


RETURN key — The RETURN key signifies the end of a line of input. On any terminal, RETURN has a key of its own, or return may be typed by holding down the control key and typing a 'm'.Ctrl-m
Hint: Ctrl-m command is equal to RETURN key in Unix systems


DELETE: The DELETE key stops a program/command immediately, without waiting for it to finish. DELETE can be achieved equivalently with ctrl-c.
Hint: Ctrl-c Command you can use to interrupt the process.


Ctrl-s: Ctrl-s pauses the output and the program is suspended until you sta…

Machine Learning Vs AI Top Concepts

Great to read this article. This is a summary of what I learned from many books and magazines. I am going to present for you a quick guide on AI vs . Let us come to the point.

1. Artificial Intelligence AI

Artificial Intelligence is the broader concept of machines being able to carry out tasks in a way that we would consider “smart”.

The theory in a way back

  • Very early European computers were conceived as “logical machines” and by reproducing capabilities such as basic arithmetic and memory, engineers saw their job, fundamentally, as attempting to create mechanical brains.
  • As progressing to the new era the technology and understanding about our mind how it works caused creation of thoughts. That thoughts now called as AI (Artificial Intelligence).
  • The artificial intelligence comes in two parts. One is Applied AI and the other one Generalised AI. When Applied AI is far more common – systems designed to intelligently trade stocks and shares, or maneuver an autonomous vehicle would fall into this category.
  • The other category is...

Generalized AIs

Systems or devices which can, in theory, handle any task – are less common, but this is where some of the most exciting advancements are happening today.

An Introduction to Machine Learning
machine learning
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2. Machine Learning

Machine Learning as the vehicle which is driving AI development forward with the speed it currently has. The father of Machine learning is Arthur Samuel in 1959.

In short, the concept of Machine learning is...

  • Rather than teaching computers everything they need to know about the world and how to do the tasks, instead it might be possible to teach them to learn themselves. This is basically called Machine Learning.
  • The second, more recently, was the emergence of the internet, and the huge increase in the amount of digital information being generated, stored and made available for analysis.
  • Once these innovations were in place, engineers realized that rather than teaching computers and machines how to do everything, it would be far more efficient to code them to think like human beings, and then plug them into the internet to give them access to all of the information in the world.

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