ai4prodUnderstanding and comparing Batch Norm with all different variationsIn this article we explain what is batch normalization (BN) and how all it variations works. We try to explain the difference conceptually…8 min read·Aug 28, 2022----
ai4prodHow to correctly split your dataset?An overview of different techniques you should know to improve your AI models4 min read·Jun 16, 2022----
ai4prodHow to make Deep Learning Reproducible in less than 100 lines of codeHydra, Pytorch Lightning , MlFlow, DVC if you don’t know how to use this open source technology to create Reproducible Deep learning…4 min read·May 24, 2022----
ai4prodMachine Learning in Practice: Data VersioningIn this article we will show how to use DVC for dataset versioning. If you are working on a machine learning project in production, usually…3 min read·Dec 6, 2021----
ai4prodHow to pratically handle Imbalanced Dataset with Ai4Prod_pythonUsually if you are working on real word machine learning is really common to have imbalanced dataset.4 min read·Sep 21, 2021----
ai4prodAi4Prod: The first ecosystem to bring AI to production in C++This post aims to explain why Ai4prod simplies for anyone how to bring AI into production with C++.5 min read·May 24, 2021----
