PinnedData Quality- The Unsung HeroWhile many MOOCs educate starting from the basics of machine learning techniques to deep learning algorithms using toy datasets that are…Oct 9, 2020Oct 9, 2020
PinnedPublished inCodeXAI in Healthcare -Closer Look!In this article, I will be taking you through some of the practical considerations and challenges of using AI in Medical diagnosis. The…Apr 7, 2021Apr 7, 2021
Scratching the surface of ML DeploymentIn this article we will be discussing some of the deployment considerations and patterns. Deployment being the last step of machine…Aug 14, 2021Aug 14, 2021
Understanding Avoidable Bias!In this article, we will discuss comparing our model accuracy with human-level performance and discuss the concepts like avoidable bias and…May 18, 20211May 18, 20211
Published inTowards DevTransfer Learning using PyTorchTransfer learning implies adapting a network trained for one problem to a different problem. It is common to pre-train a CNN on a very…Mar 16, 2021Mar 16, 2021
Broadcasting in PythonIn this post, we will discuss ‘Broadcasting’ using NumPy. It is also used while implementing neural networks as these operations are…Nov 18, 2020Nov 18, 2020
Image Filters with ConvolutionsUsing scipy for practical implementation in PythonNov 12, 2020Nov 12, 2020
Published inThe StartupFully Connected vs Convolutional Neural NetworksImplementation using KerasOct 23, 20202Oct 23, 20202