PinnedPranjal SoniinTheCyPhyHandling Imbalanced Datasets With imblearn LibraryIn machine learning problems, we often encounter with imbalanced datasets. Problems like fraud detection, claim prediction, churn…Oct 10, 2020Oct 10, 2020
Pranjal SoniMachine Learning Models Into Production using Docker and FastAPIThis article will guide to build the docker images of the machine learning application and server the model into the production.Jan 8, 2023Jan 8, 2023
Pranjal SoniinTheCyPhyTrain CNN Model With PyTorchIn this article, I am going to discuss, train a simple convolutional neural network with PyTorch. The dataset we are going to used is…Jan 9, 20212Jan 9, 20212
Pranjal SoniinThe StartupNatural Language Processing and Word Embeddings (Part 1)This article is based on week 2 of course Sequence Models on Coursera. In this article, I try to summarise and explain the concept of word…Oct 14, 2020Oct 14, 2020