What is machine learning and why it is important?
What is machine learning?
Machine learning assists a system to learn atomically and improve its functioning with the experience without being programmed explicitly. Machine learning aims at the betterment of computer programs that can access data & learn from it to give optimum results.
The process of learning is complex, it begins with observation of data, learning it, identifying the pattern, and implying this learning in taking better decisions in the future. The ultimate goal is to let the computer system learn on its own without any human assistance and respond accordingly depending on the conditions.
It can be said ML is an application or subfield of artificial intelligence. Artificial intelligence systems are designed for performing complex tasks just as a human will do. The goal is to develop a system that can imitate human behaviour and performs tasks like humans. Machine Learning is a way of using AI, it allows a system to learn without getting any instructions via a program.
Why machine learning is important?
Nowadays data is available in limitless quantity and we have affordable data storage. This has increased the need for highly powerful processing and thus the development of machine learning has become very important. ML tools facilitate companies to learn profitable opportunities and risk factors associated with them.
Application of ML practically give results that impact company’s profitability and growth to great extent. In this field, new technologies are added and the application of ML now offers limitless possibilities.
Industries, where analysis of bulk data is required, require an efficient system for analysing the data efficiently. ML is the best solution that can be used for this.
Why is machine learning so popular?
ML can benefit the business of different nature and its applications has no limits. Industries like medical, financial service providers, cyber security, marketing firms, transportation and more can be benefited from it.
You might think you are good enough at picking up patterns in a spreadsheet having a huge amount of data. But now you do not have to invest your time doing so, all thanks to ML. The algorithms of ML can analyse limitless data and learn patterns quickly than any human or any spreadsheet function created by a human can do.
ML facilitates business organizations to gain quick insights efficiently without wasting much time. And this is why ML has become very important for all different types of businesses.
ML eliminates the role of the guesswork from the decisions. While a human brain is looking to make assumptions based on data available in the database, ML can perform its algorithm to analyse massive data to provide deep insight. ML provides highly accurate results from limitless data.
Some popular uses of Machine Learning
Image and voice recognition
Assist in day-to-day process of companies
ML facilitates recognizing faces and sending required notifications related to a person. Using the voice recognition feature one can ask a system to perform a certain task by asking it over voice.
ML helps in detecting any crime or unnatural thing which might happen. It analyses the behaviour of unusual nature like a person standing motionless for a long time, a person sleeping on a bench, or anything which is not common. ML automatically alert people or guard if anything suspicious is detected.
Certain companies depend on ML for carrying out their day-to-day process. They believe ML can do things precisely and accurately than human beings. A few companies and applications that use ML are Facebook, Google Maps, Netflix, etc.
The post can be concluded on a note that ML is one of the greatest inventions in the field of AI. It helps to carry out tasks efficiently and made things easy. Many organizations are using ML and making a huge investment in it to make their process smoother.