Category: Machine Learning

Benefits of Machine Learning

Machine learning is the branch of Artificial Intelligence which is revolutionizing the work. It can be referred to as the process of developing algorithms by the use of simple data input. So, it promises to solve problems and also benefits the companies by making predications by helping them to make better decisions. The goal of […]

How to Calculate the Distance Between Probability Distributions

How to Calculate the KL Divergence for Machine Learning

It is often desirable to quantify the difference between probability distributions for a given random variable. This occurs frequently in machine learning, when we may be interested in calculating the difference between an actual and observed probability distribution. This can be achieved using techniques from information theory, such as the Kullback-Leibler Divergence (KL divergence), or […]

Machine Learning: Value For Business

Machine learning (ML) algorithms allows computers to define and apply rules which were not described explicitly by the developer. There are quite a lot of articles devoted to machine learning algorithms. Here is an attempt to make a “helicopter view” description of how these algorithms are applied in different business areas. This list is not […]