Prince GroverDifferent Design Frameworks for ML Based Fraud DetectionIf you are building fraud detection systems for your organization, the first step is to build the foundations as we previously discussed in…May 4, 2023May 4, 2023
Prince GroverinTowards Data ScienceApplications of Different Parts of an ROC CurveUnderstanding the importance of different parts of an ROC curve and exploring variants of AUC for ML applicationsNov 13, 20213Nov 13, 20213
Prince GroverinHeartbeatTransfer Learning using MXNet (Parts 7) — Transfer Learning on a Different DatasetTraining a new network from our base networkApr 16, 2020Apr 16, 2020
Prince GroverinHeartbeatTransfer Learning using MXNet (Parts 5+6) — Training a Base Model & Extracting EmbeddingsPreparing our base network for transfer learningApr 1, 2020Apr 1, 2020
Prince GroverinHeartbeatTransfer Learning using MXNet (Part 4/7) — MXNet Custom NetworksImplementing a custom network in our transfer learning pipelineMar 24, 2020Mar 24, 2020
Prince GroverinHeartbeatTransfer Learning using MXNet (Part 3/7) — MXNet Dataset and DataloadersMapping inputs to a list of integers and feeing them into a network to learn embeddingsMar 17, 2020Mar 17, 2020
Prince GroverinHeartbeatTransfer Learning using MXNet (Part 2/7) — sklearn Data TransformationsCreate an sklearn pipeline that can perform data transformations both for quick experimentation and productionMar 10, 2020Mar 10, 2020
Prince GroverinHeartbeatTransfer Learning using MXNet — Part 1/7: IntroIntroducing a new series on transfer learningMar 3, 2020Mar 3, 2020