data preparation for machine learning
Your ML Model Is Obsolete - And You Probably Know It
In 2023, I discovered that my model was obsolete because the data feeding it was dirty and unprepared. Most teams assume a fancy algorithm can fix a chaotic spreadsheet, but the truth is simple: garbage in, garbage out. If you don’t clean the data first, every prediction you make