Search Results for: data analysis

Artificial Neural Networks or simply neural networks-NNs are being used by machine learning engineers for tasks so simple as classifying images using Convolutional Neural Networks(CNN) to using Recurrent Neural Networks (RNN) that can remember past information to deal with time series data. Ever wondered what constitutes these complex architectures? Just as their names suggest(‘neurons’), these

Geospatial analysis is such an interesting field of technology that deals with latitude, longitude, locations, directions, and visualization of course. It is one of the most immersive fields to work in. Geospatial Machine Learning is also a trending field that involves building and training machine learning models for more complex tasks involving the Earth. In

The domain of finance and economics uses the GARCH model frequently. The GARCH model is a time series model that helps in the analysis of different data points collected over certain periods. The GARCH model is a time series model. This model is trendy because it calculates the correlation between the data points, some underlying patterns, and

Jensen’s inequality, put simply, dictates that the expected value of a convex function applied to a random variable is either equal to or larger than the convex function of the expected value of the variable. A profound mathematical result, known as Jensen’s inequality, plays a crucial role in the realms of probability theory and convex