Tirthajyoti SarkarinHeartbeatHow to Write Test Code for Data Science PipelineHow to write Pytest code for reliably testing your data science pipeline8 min read·Feb 14, 2022--3--3
Tirthajyoti SarkarinHeartbeatTime-Profiling Data Science CodeWhy and how to profile your data science code8 min read·Feb 3, 2022----
Tirthajyoti SarkarinTowards Data ScienceExplainable AI and the Focus on Human Curiosityand concentrating on the top few factors and counterfactuals·9 min read·Jan 24, 2022----
Tirthajyoti SarkarinTowards Data ScienceData drift: It can come at you from anywhereThe concept of data drift is illustrated visually in various shapes and forms.·6 min read·Jan 19, 2022--1--1
Tirthajyoti SarkarinTowards Data ScienceThe Right Hardware for your AI workload —Unusual ConsiderationsWe point out a few less-mentioned and underrated features and inter-relationships to keep in mind while designing the best hardware…·8 min read·Jan 17, 2022----
Tirthajyoti SarkarinTowards Data ScienceDon’t just fit data, gain insights tooA lightweight Python package can give you a lot of insights into your regression problems.·7 min read·Jan 13, 2022----
Tirthajyoti SarkarinTowards Data ScienceHow AI can help smart city initiativesSome ideas for helping smart city initiatives, based on AI perception and citizen data sourcing.·8 min read·Jan 10, 2022--1--1
Tirthajyoti SarkarinTowards Data Science“Digital Twin” with Python: A hands-on exampleA step-by-step guide to building a digital twin example of an electronic switch (transistor) with Python.·13 min read·Dec 15, 2021--4--4
Tirthajyoti SarkarinTowards Data ScienceRegression in the face of messy outliers? Try Huber regressorOutliers in the data are ubiquitous, and they can mess up your regression problem. Try Hubber regressor to tackle this problem.·5 min read·Nov 4, 2021--1--1
Tirthajyoti SarkarinTowards Data ScienceSpearman coefficient: Tool for a generalized correlation analysisLinear relationships are not all a correlation analysis can reveal. We discuss rank-based correlation that is more generalized and…·5 min read·Nov 1, 2021----