Suchismita SahuMonitor ML models in productionWe all know that ML model deployment is not the final step for us, we need to also own and monitor models in production. A very simple step…2 min read·Sep 23, 2022----
Suchismita SahuinAnalytics VidhyaEdge AIWhat is Edge AI: Edge AI enables abilities in devices to run data processing and data analytics locally on the device using data that they…2 min read·Jun 24, 2022----
Suchismita SahuinAnalytics VidhyaProduction Testing methods for Machine Learning featuresProduction Testing methods for Machine Learning features2 min read·Jun 24, 2022----
Suchismita SahuinAnalytics VidhyaDefining Goals for the Machine Learning ModelsBusiness Statement: False negatives are five times more costly than false positives. Therefore, we should optimise for recall over…1 min read·Jun 24, 2022----
Suchismita SahuinAnalytics VidhyaMachine Learning System designBasically, we need to go through following phases while designing an ML system: - Clarifying Requirements - Architecture - Data - Model …3 min read·Jun 24, 2022----
Suchismita SahuinAnalytics VidhyaMODELLING REAL WORLD PRESCRIPTIVE PROCESS: DATA MODELLING, MODEL SIMULATION AND ANALYSISModeling is the process of producing a model which is a representation of the construction and working of some system of interest…12 min read·Sep 15, 2021----
Suchismita SahuinAnalytics VidhyaANOMALY DETECTION IN CARDIO DATASET USING DEEP LEARNING TECHNIQUE: AUTOENCODERIt has been a challenge since last many years to automatically detect and correctly classify something abnormal as anomalous. And it…14 min read·Sep 7, 2021--1--1
Suchismita SahuinAnalytics VidhyaAUTOMATED ML PIPELINEIn my previous article: https://ssahuupgrad-93226.medium.com/designing-a-continuous-learning-framework-d5b5ea7979cb we learnt a small use…5 min read·Sep 7, 2021----
Suchismita SahuinAnalytics VidhyaDESIGNING A CONTINUOUS LEARNING FRAMEWORKWe know a lot about various Machine Learning models, how they learn and how to deploy those models. But, again the question arises, how do…5 min read·Sep 7, 2021----
Suchismita SahuinAnalytics VidhyaPREDICTIVE WEB ANALYTICS: A CASE STUDYDay by day, the amount of data and information on the internet is growing exponentially, new websites, new images are coming up every…13 min read·Sep 7, 2021--4--4
