Linear Regression with a Practical Application

Linear Regression

For a layman, Linear Regression is as simple as a statistical method that uses a linear equation to show a relationship between two variables. In short, it is used to find the line of the best fit. At the conjunction of statistics and machine learning, linear regression is the problem of estimating the parameters (slope […]

Applications of Machine Learning Algorithms in Agriculture

Applications of Machine Learning Algorithms in Agriculture

Machine learning aids to solve a problem intelligently after gathering data. A lot of data is required by the algorithm to learn and find a solution. Algorithms define a series of steps to solve a problem. Algorithms can be pre-defined after learning some data or can continuously evolve after gathering more data to provide a […]

Why Predictive Analytics Is a Way to Corporate Success

Why predictive analytics

“Information is the oil of 21st century, and analytics is the combustion engine….”– Peter Sondergaard (Senior vice president, Gartner Research) Data is power. Be it managing government affairs or taking a business towards success, no greater tool exists. The past data can help organizations and institutes equip themselves to avoid the repetition of mistakes. The […]

NLP Toolkits – Efficient and Effective Management of Unstructured Data

nlp toolkits

Technology has changed the world in unimaginable ways. From the way people shop to the way people manage businesses, the functioning of the world has undergone wide-scale evolution. While technology has been making things simple, easy, and convenient for the world since the time stone tools first came into existence, its capabilities were limited due […]