Sushmita PoudelExploring Generative Adversarial Networks (GANs)Building fake realities with the science and art of GANSep 9Sep 9
Sushmita PoudelThe Inner Workings of Neural Networks: From Architecture to Back-propagationNeural networks are a biologically-inspired programming paradigm that mimics the learning processes of the human brain, enabling computers…Jun 141Jun 141
Sushmita PoudelUnderstanding Classification Metrics: Precision, Recall, and More — Simplified GuideIn the realm of machine learning, the journey doesn’t end with model development. Even after parameter tuning, determining the…May 111May 111
Sushmita PoudelRecurrent Neural Network (RNN) Architecture ExplainedThis article will provide insights into RNNs and the concept of backpropagation through time in RNN, as well as delve into the problem of…Aug 28, 20234Aug 28, 20234
Sushmita PoudelCross Validation in Time Series ForecastingCross-validation is a statistical method used to evaluate the performance of machine learning models. It involves dividing a dataset into…Mar 29, 2023Mar 29, 2023