Gatha Varma, PhDinGeek CultureWhen Language Models be Tripping: The Types of Hallucinations in Generation TasksThe common forms of hallucinations that appear in different generation use cases.May 1, 20231May 1, 20231
Gatha Varma, PhDMachine Learning Workflows? Make it easy breezyGet the gist of Apache Airflow along with its installation steps, pros & cons, and how to automate data pipelines using AirflowMay 27, 20222May 27, 20222
Gatha Varma, PhDUnderstanding Data Visualization using Apache SupersetA peek into what sets the Superset platform apart from its counterparts.May 23, 2022May 23, 2022
Gatha Varma, PhDinGeek CultureHow Real is Your Frankenstein Dataset?Common metrics to compare a real dataset against those synthesized from itApr 13, 2022Apr 13, 2022
Gatha Varma, PhDThe Big Picture with Apache Superset: Data Exploration and Building Your First DashboardEverything you need to know about getting the best out of Apache SupersetMar 31, 20221Mar 31, 20221
Gatha Varma, PhDinGeek CultureHow not to stumble while evaluating interpretability?The hidden factors that influence interpretability evaluation for XAIJan 25, 2022Jan 25, 2022
Gatha Varma, PhDinGeek CultureWhen You’ve Got to Fake itCommon methods used for synthetic patient data generationNov 9, 2021Nov 9, 2021
Gatha Varma, PhDinGeek CultureDeep Learning and Its Privacy ChallengesHow the privacy expectations change when applied to deep learningOct 7, 2021Oct 7, 2021
Gatha Varma, PhDinGeek CultureFeature Attribution in Explainable AIModel explanations in the form of feature importance. What is it & how is it achieved?Sep 24, 20211Sep 24, 20211
Gatha Varma, PhDinGeek CultureEvaluating Interpretability in Machine Learning ModelsHow to evaluate something that does not have uniform metrics? Hint: By designing suitable experiments.Sep 15, 2021Sep 15, 2021
