Pinnedspeed up your optimization with admm and quasi-newtonhey data folks ! optimization is at the heart of ml. without it, models would remain mediocre, unable to learn effectively…Mar 3Mar 3
Pinnedhow rag is changing the game in nlphey hey data folks ! :) imagine having an ai that doesn’t just spit out convincing answers but backs them up….. Mar 31Mar 31
Pinnedtrend or noise? mastering time series transformationshey data folks ! you already know that ADF (Augmented Dickey-Fuller) and KPSS (Kwiatkowski-Phillips-Schmidt-Shin) are statistical…Feb 28Feb 28
Pinnedis your data lying to you? how to detect hidden non-linearityhey data folks! are you sure your data is linear? think again…Feb 192Feb 192
what is white noise in stationary times series ? part 2 : advanced techniqueshey data folks ! remember our last article about white noise in stationary time series ? now, you’re ready to learn new advanced techniquesFeb 243Feb 243
train-test split or cross-validation?hey data folks! :) still relying on a basic train-test split to evaluate your ml models ? maybe it’s time to level up…Feb 24Feb 24
backpropagation : the secret sauce of deep learninghey data folks ! :) if you’ve ever wondered how neural networks actually learn, the answer is backpropagation…Feb 23Feb 23
why one model isn’t enough ?when you’re working in ml or dl, you quickly develop an obsession: boosting performance. you refine your features…Feb 21Feb 21
merge your datasets like a bossheeey data folks ! if you’ve ever worked with data tables, you’ve probably encountered…Feb 18Feb 18
data leakage in AI : understanding, detecting and fixingdata leakage occurs when a model accesses information it should not see during training. this skews its performance, making it overly…Feb 15Feb 15
