Robotic Process Automation

What is robotic process automation (RPA)? Robotic process automation (RPA) is a software technology that makes it easy to build, deploy, and manage software robots that emulate humans’ actions interacting with digital systems and software. Just like people, software robots can do things like understanding what’s on a screen, completing the correct keystrokes, navigating systems, […]

Reinforcement Learning

What is reinforcement learning? Reinforcement learning is an area of machine learning. It is about taking appropriate action to maximize reward in a particular situation. It is employed by various software and machines to find the best possible behavior or path it should take in a specific situation. In reinforcement learning, as there is no […]

Reactive Machines

What are reactive machines? The reactive machine type is the most basic variety of AI. It merely reacts to current scenarios and cannot rely on upon taught or recalled data to make decisions in the present. Reactive machines do away with maps and other forms of pre-planning altogether and focus on live observations of the […]

Real-Time Streaming Data

What is real-time streaming data? Real-time streaming data is data that is continuously generated from various sources without any delay. Unlike historical data that is processed in batches or micro-batches, real-time data is processed as and when they are generated. Examples of streaming data include real-time stock updates, social media feeds, servers, and security logs, […]

Regression

What is regression analysis? Regression analysis is a data modeling technique for examining the relationship between a dependent variable (outcome) and independent variables (predictors). Businesses leverage regression analysis primarily for forecasting and prediction.   What is the importance of regression analysis? Regression analysis helps in identifying factors that impact a particular outcome the most and […]