A key strength of NLP (natural language processing) is being able to process large amounts of texts and then summarise them to extract meaningful insights.… Read More »Summarizing Economic Bulletin Documents with TF-IDF
Image recognition and classification is a rapidly growing field in the area of machine learning. In particular, object recognition is a key feature of image… Read More »Image Recognition with Keras: Convolutional Neural Networks
The housing market has undergone quite a change in the past decade, with more stringent lending criteria for housing having been enforced. A key objective… Read More »Multilevel Modelling of U.S. Home Loan Data
The purpose of a variance-covariance matrix is to illustrate the variance of a particular variable (diagonals) while covariance illustrates the covariances between the exhaustive combinations… Read More »Variance-Covariance Matrix: Stock Price Analysis in R
Functions are used to simplify a series of calculations. For instance, let us suppose that there exists an array of numbers which we wish to… Read More »Creating functions in R
PostgreSQL is a commonly used database language for creating and managing large amounts of data effectively. Here, you will see how to: 1) create a… Read More »Create PostgreSQL Database In Linux And Connect To R
