Satyam KumarinTowards AIThe Unreasonable Effectiveness of Transfer LearningEssential guide to multi-output prediction with Keras Functional API·4 min read·Aug 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 metrics·5 min read·Aug 1, 2023----
Satyam KumarinTowards Data ScienceTop 10 Pre-Trained Models for Image Embedding every Data Scientist Should KnowEssential guide to transfer learning·9 min read·Apr 19, 2023--2--2
Satyam KumarinTowards Data Science5 Changepoint Detection algorithms every Data Scientist should knowEssential guide to changepoint detection algorithms for time series analysis·3 min read·Mar 7, 2023--5--5
Satyam KumarinTowards Data Science14 Techniques to make your Pandas workflow lighting fastEssential guide to scale-up your Pandas workflow·6 min read·Feb 6, 2023--1--1
Satyam KumarinTowards Data ScienceBi-LSTM+Attention for Modeling EHR DataEssential guide to the diagnosis prediction in healthcare via attention-based Bi-LSTM network·7 min read·Jan 31, 2023--1--1
Satyam KumarinTowards Data ScienceImprove Time Series Forecasting performance with the Facebook Prophet modelEssential guide to time series feature engineering and forecasting·4 min read·Sep 5, 2022--1--1
Satyam KumarinTowards Data ScienceAutomate the Feature Engineering Pipeline for Your Relational DatasetEssential guide to an open-source Python framework for automated feature engineering·3 min read·Aug 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 APIs·3 min read·Aug 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-case·3 min read·Aug 11, 2022--1--1