Arif NurhidayatUsing multiple kernels in one Jupyter lab + local cuda toolkitDo you know that you don’t need to install jupyter notebook/lab in multiple virtual environments just to access different set of python…4d ago4d ago
Arif NurhidayatMy Data Science Learning JourneyMy favorite books and Youtube videos to learn Data ScienceOct 14, 2023Oct 14, 2023
Arif NurhidayatDealing With Missing DataA friendly guide to leverage null values in your data for predictive modelingFeb 24, 2022Feb 24, 2022
Arif NurhidayatExplaining linear regression learningLinear regression is a simple yet elegant model. the input-output relationship is transparent, the command is fast to execute, and the…Feb 20, 2022Feb 20, 2022
Arif NurhidayatConsider these factors before building machine learning modelsBuilding a proper machine learning model can be a long and exhaustive process. We may find things that can make us redo the steps that we…Feb 7, 2022Feb 7, 2022
Arif NurhidayatHow suvivorship bias affects your predictive modelWhen you create a predictive model from the data that comes from any prefiltering process (including the previous version of the model)…Feb 5, 20221Feb 5, 20221
Arif NurhidayatImplementing LightGBM classifier in SQLImplementing a machine learning model into the production environment is sometimes tricky. Especially when you do not have a particular…Sep 11, 2021Sep 11, 2021