Understanding 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…Aug 28, 2022Aug 28, 2022
How to correctly split your dataset?An overview of different techniques you should know to improve your AI modelsJun 16, 2022Jun 16, 2022
How 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…May 24, 2022May 24, 2022
Machine 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…Dec 6, 2021Dec 6, 2021
How to pratically handle Imbalanced Dataset with Ai4Prod_pythonUsually if you are working on real word machine learning is really common to have imbalanced dataset.Sep 21, 2021Sep 21, 2021
Ai4Prod: 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++.May 24, 2021May 24, 2021
