Satyam KumarinTowards AIThe Unreasonable Effectiveness of Transfer LearningEssential guide to multi-output prediction with Keras Functional APIAug 14, 2023Aug 14, 2023
Satyam KumarinArtificial Intelligence in Plain EnglishAre you plotting the correct Elbow plot to find the optimal number of clusters?Essential guide to various clustering evaluation metricsAug 1, 2023Aug 1, 2023
Satyam KumarinTowards Data ScienceTop 10 Pre-Trained Models for Image Embedding every Data Scientist Should KnowEssential guide to transfer learningApr 19, 20232Apr 19, 20232
Satyam KumarinTowards Data Science5 Changepoint Detection algorithms every Data Scientist should knowEssential guide to changepoint detection algorithms for time series analysisMar 7, 20235Mar 7, 20235
Satyam KumarinTowards Data Science14 Techniques to make your Pandas workflow lighting fastEssential guide to scale-up your Pandas workflowFeb 6, 20231Feb 6, 20231
Satyam KumarinTowards Data ScienceBi-LSTM+Attention for Modeling EHR DataEssential guide to the diagnosis prediction in healthcare via attention-based Bi-LSTM networkJan 31, 20231Jan 31, 20231
Satyam KumarinTowards Data ScienceImprove Time Series Forecasting performance with the Facebook Prophet modelEssential guide to time series feature engineering and forecastingSep 5, 20221Sep 5, 20221
Satyam KumarinTowards Data ScienceAutomate the Feature Engineering Pipeline for Your Relational DatasetEssential guide to an open-source Python framework for automated feature engineeringAug 23, 2022Aug 23, 2022
Satyam KumarinTowards Data ScienceTime Series Forecasting made easy with DartsAn open-source package for time series preprocessing and forecasting with unified and user-friendly APIsAug 17, 2022Aug 17, 2022
Satyam KumarinTowards Data ScienceAutomate Time Series Feature Engineering in a few lines of Python CodeExtract hundreds of relevant features for your time series use-caseAug 11, 20221Aug 11, 20221