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.9 min read·May 1, 2023--1--1
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 Airflow10 min read·May 27, 2022--2--2
Gatha Varma, PhDUnderstanding Data Visualization using Apache SupersetA peek into what sets the Superset platform apart from its counterparts.7 min read·May 23, 2022----
Gatha Varma, PhDinGeek CultureHow Real is Your Frankenstein Dataset?Common metrics to compare a real dataset against those synthesized from it4 min read·Apr 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 Superset8 min read·Mar 31, 2022--1--1
Gatha Varma, PhDinGeek CultureHow not to stumble while evaluating interpretability?The hidden factors that influence interpretability evaluation for XAI6 min read·Jan 25, 2022----
Gatha Varma, PhDinGeek CultureWhen You’ve Got to Fake itCommon methods used for synthetic patient data generation8 min read·Nov 9, 2021----
Gatha Varma, PhDinGeek CultureDeep Learning and Its Privacy ChallengesHow the privacy expectations change when applied to deep learning6 min read·Oct 7, 2021----
Gatha Varma, PhDinGeek CultureFeature Attribution in Explainable AIModel explanations in the form of feature importance. What is it & how is it achieved?7 min read·Sep 24, 2021--1--1
Gatha Varma, PhDinGeek CultureEvaluating Interpretability in Machine Learning ModelsHow to evaluate something that does not have uniform metrics? Hint: By designing suitable experiments.5 min read·Sep 15, 2021----
