Tag: Tools

Top Tech Companies in the World

Well, it is important that technology companies are the most valuable in the world.  With the use of smartphones and laptops becoming necessary tools for work, school and social planning, firms like Apple, Microsoft and Alphabet are the most worth companies. From the 4 quarter of the year 2017 through the end of 1st quarter […]

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 […]