Marco vd BoominTowards Data ScienceTrain your ML models on GPU changing just one line of codeUtilize cuML and ATOM to make your machine learning pipelines blazingly fast5 min read·Mar 20, 2023----
Marco vd BoominTowards Data ScienceMake your sklearn models up to 100 times fasterHow to considerable reduce training time changing only 1 line of code4 min read·Mar 16, 2023--2--2
Marco vd BoominTowards Data ScienceUsing MLflow with ATOM to track all your machine learning experiments without additional codeStart storing models, parameters, pipelines, data and plots changing only one parameter6 min read·Mar 13, 2023----
Marco vd BoominTowards Data ScienceMachine learning on multioutput datasets: a quick guideHow to train and validate ML models on multioutput datasets with minimal coding effort6 min read·Mar 10, 2023----
Marco vd BoominTowards Data ScienceHow to make 40+ interactive plots to analyze your machine learning pipelineA quick guide on how to make clean-looking, interactive Python plots to validate your data and model4 min read·Mar 8, 2023--1--1
Marco vd BoominTowards Data ScienceFrom raw text to model prediction in under 30 lines of PythonA quick guide for fast exploration of NLP pipelines7 min read·Apr 6, 2022--5--5
Marco vd BoominTowards Data ScienceDeep Feature Synthesis vs Genetic Feature GenerationA step-by-step comparison between two automated feature generation strategies for machine learning6 min read·Feb 25, 2022----
Marco vd BoominTowards Data ScienceExploration of Deep Learning pipelines made easyA simple guide on how to use the right package to perform fast DL experimentations in Python5 min read·Dec 21, 2021--1--1
Marco vd BoominTowards Data ScienceFrom raw data to web app deployment with ATOM and StreamlitBuild a web app for fast analysis of a machine learning pipeline in just 50 lines of code.5 min read·Jun 28, 2021----
Marco vd BoominTowards Data ScienceHow to test multiple machine learning pipelines with just a few lines of PythonDuring the exploration phase of a project, a data scientist tries to find the optimal pipeline for his specific use case. Since it’s…7 min read·May 31, 2021----
