What is machine learning?

In the last decade, we’ve seen learning-based systems provide transformative solutions, recognize and translate human speech. As Arthur Samuel clearly puts it, “ Machine Learning is the field of study that gives the computers the ability to learn without being explicitly programmed”. ML plays a key role in a wide range of applications, such as data mining, natural language processing, image recognition etc., Machine learning, with its growing recognition has now become an integral part of most organisations.

One of the different types of ML tasks is Supervised Machine Learning. According to this, the program is “trained” on a pre-determined set of inbuilt training examples. During training, the algorithm will search for patterns in the data that correlate with the desired outcome. Supervised ML algorithms are designed to learn by example. It’s something like having a teacher supervise the whole process.

Let’s go into the applications of machine learning, some which we may not even realize we are using with the help of ML. Virtual personal assistants like Siri, Alexa all operate based on ML. You can just instruct the assistant’s certain tasks and they will refine the information based on your previous involvement with them. ML can also make traffic predictions. Computers can be trained to overlook video surveillance and can track unusual human behaviour. In social media ML personalizes your news feed, tracks people you may know has facial recognition feature, and Pinterest shows you similar pins according to the images you save. Similarly, when you shop online, the site recommends some items from the same brand or according to your past purchases, that might match your tastes. Thus, ML can go a long way in taking your business or organization to the next level. If you’re looking for the best machine learning consulting company in Canada, you got us. Linkwell System covers it all for you. For more information contact us.