- ritikaggarwal | Fri Mar 05 2021
Machine Learning, As the name suggests machine that can learn now come to hi-fi definition Machine Learning is the field of study that gives computers the capability to learn without being explicitly programmed. ML is one of the most exciting technologies that one would have ever come across. ML is subset of Artificial Intelligence. In machine learning, algorithms are 'trained' to find patterns and features in massive amounts of data in order to make decisions and predictions based on new data. The better the algorithm, the more accurate the decisions and predictions will become as it processes more data. It is actively being used today, perhaps in many more places than one would expect.
Today, examples of machine learning are all around us. Digital assistants search the web and play music in response to our voice commands. Websites recommend products and movies and songs based on what we bought, watched, or listened to before. Self driving cars are the future. Did you ever think how it became possible because of machine learning. Now we will see how machine learning actually works
-Select and prepare a training data set -Choose an algorithm according to dataset and prediction -Train the algorithm -Using and improving the model
Now we will see types of machine learning -Supervised Machine Learning -Unsupervised Machine learning Mainly there are two types as we know machine learning is emerging field there are hybrid types also -Semi Supervised -Multi Enhanced -Self Supervised
Supervised Machine Learning It is a process of providing input data as well as correct output data to the machine learning model. The aim of a supervised learning algorithm is to find a mapping function to map the input variable with the output variable.
Unsupervised Machine learning Unsupervised learning is a type of machine learning that looks for previously undetected patterns in a data set with no pre-existing labels and with a minimum of human supervision.
This field is very interesting and emerging day by day keep learning and sharing the information in easy way possible. If you like my blog hit the like button and share :-P