applied artificial intelligence training

https://writerhavenx.com/s/4rDRE_biOLvdv8Dg3NwaV

We spent a week training models on real-world datasets, focusing on deployment pipelines and monitoring for drift. It was less about theory and more about debugging broken features and tweaking hyperparameters until the validation loss finally dropped below our baseline. The hands-on labs on MLOps and model serving were especially practical.