Akila SomasundaraminTowards Data ScienceTensorFlow Transform: Ensuring Seamless Data Preparation in ProductionLeveraging TensorFlow Transform for scaling data pipelines for production environmentsJul 8Jul 8
Akila SomasundaramBias: The Repeated Tale in Machine LearningA Deep Dive into Bias, Mitigation Strategies, and Research InsightsJun 26Jun 26
Akila SomasundaraminTowards Data ScienceValidating Data in a Production Pipeline: The TFX WayA deep dive into data validation using Tensorflow Data ValidationJun 22Jun 22
Akila SomasundaramBuilding and Deploying an ML Application with FastAPI and Docker: A Step-by-Step GuideFastAPI is an effective way to deploy machine learning models, especially if you have recently started learning the tricks of the trade.Jun 7Jun 7
Akila SomasundaramBe a RacistBe a racist. Yes, you read it right. Racism is a much needed trait for any human. Discrimination based on color plays a significant role…Jun 10, 2020Jun 10, 2020