Computer Science

 

What is machine learning? Machine learning is a field of study which allows machines(computers) to learn from data or experience and make a prediction based on the experience. It enables the computers or the machines to make data-driven decisions rather than being explicitly programmed for carrying out a certain task. These programs or algorithms are designed in a way that they learn and improve over time when are exposed to new data. Types of machine learning Machine learning can be broadly divided into 3 subcategories 1. Supervised learning - In supervised learning, we have a labeled data containing input X and a label Y. In supervised learning, our task is to find the mapping between the input variable(X) called the independent variable and output variable(Y) called the dependent variable. Supervised learning can further be divided into two types of tasks:- Regression — Regression problem is when the output variable is continuous and real value. For example price, weight, etc. Class