PinnedAbinaya MahendiraninWiCDSAvoiding Machine Learning Pitfalls: From a practitioner’s perspective — Part 4This blog will throw light on how to compare the models that you have built fairly. As part of any ML project, a data scientist will start…Aug 9, 2022Aug 9, 2022
PinnedAbinaya MahendiranBuilding an end-to-end NLP application — An OverviewNatural language processing (NLP) is a field that is an intersection of linguistics, computer science and machine learning. The main goal…Jul 20, 20221Jul 20, 20221
PinnedAbinaya MahendiraninWiCDSAvoiding Machine Learning Pitfalls: From a practitioner’s perspective — Part 3In this blog, let us try to understand how to robustly evaluate the models that you have built. Model building is an interesting process…Jul 12, 2022Jul 12, 2022
PinnedAbinaya MahendiraninWiCDSAvoiding Machine Learning Pitfalls : From a practitioner’s perspective — Part 2The aim of this blog is to understand how one can reliably build machine learning models. Many data science aspirants choose the field of…Jul 5, 2022Jul 5, 2022
PinnedAbinaya MahendiraninWiCDSAvoiding Machine Learning Pitfalls : From a practitioner’s perspectiveThe aim of this blog is to understand how the paper “How to avoid machine learning pitfalls: a guide for academic researchers” is…Jun 28, 2022Jun 28, 2022
Abinaya MahendiranHidden Voices: Biographies of women achievers that are hidden no more!Hidden Voices is an open source project managed by Robert Bosch Center for Data Science and Artificial Intelligence (RBCDSAI) and…Aug 28, 20232Aug 28, 20232
Abinaya MahendiranMachine Learning Model Training Mistakes: How to avoid themThis blog highlights some important mistakes that one can make while training a machine learning model. Machine Learning model training is…Feb 2, 2023Feb 2, 2023
Abinaya MahendiraninWiCDSAvoiding Machine Learning Pitfalls: From a practitioner’s perspective — Part 5The idea of this blog is to show how to report your results once you’re done with building models and have a way to compare the different…Jan 19, 2023Jan 19, 2023
