PinnedPublished inTDS ArchiveSHAP Values for Model InterpretationExplaining a model using concepts from game theoryMar 1, 2021Mar 1, 2021
Published inTDS ArchivePutting Your Models Into ProductionA guide to getting your deep learning model into production with TensorFlow Serving.Apr 13, 2021Apr 13, 2021
Published inTDS ArchiveWriting Better Code Through TestingA unit test a day keeps the bugs away!Mar 3, 2021Mar 3, 2021
Published inTDS ArchiveFeature Importance in Machine Learning ModelsWays to find that (not so) magic featureFeb 22, 20211Feb 22, 20211
Published inTDS ArchiveExplain Machine Learning Models: Partial DependenceFrom black box to no more boxFeb 17, 20212Feb 17, 20212
Published inTDS ArchiveThe Importance of Testing Your Python CodeGoing from one-off analysis to production-level codeFeb 10, 20211Feb 10, 20211
Published inTDS Archive3 Tips for Working with Imbalanced DatasetsReal world datasets come in all shapes and sizes. At some point, you will come across a dataset with imbalanced target classes. What…Feb 5, 20211Feb 5, 20211
