A company which wants to start taking advantage of existing and latent information within itself has a long way to go. It is, unfortunately, necessary
Author: Stefan
Domain Driven Development
When building business-critical applications for an enterprise environment, it is common to first gather requirements from domain experts using a business analyst. The business analyst
Functional Principal Component Analysis
IntroductionFunctional Principal Component Analysis (FPCA) is a generalization of PCA where entire functions act as samples ( over time a interval ) instead of scalar
Resource Constrained Scheduling
IntroductionScheduling constrained resources over time is a tough problem. In fact, the problem is NP-hard. One part of the problem is to find a feasible
Solving Ordinary Linear Differential Equations with Random Initial Conditions
IntroductionOrdinary linear differential equations can be solved as trajectories given some initial conditions. But what if your initial conditions are given as distributions of probability?
Bayesian Regression Using MCMC
IntroductionBayesian Regression has traditionally been very difficult to work with since analytical solutions are only possible for simple problems. Hence, the frequentist method called “least-squares