PinnedJanhavi GiriInferencing Non-Linearities: A Cluster Weighted ApproachThe majority of phenomena in the natural and social worlds exhibit non-linear characteristics, where the relationship between variables is…Apr 5Apr 5
PinnedJanhavi GiriTo be Causal or Not Causal: Solving the Dilemma through Causal AI in Semiconductor ManufacturingAuthor’s imagination of causal AI at the core of IC chip (from Dall-E)Apr 1Apr 1
PinnedJanhavi GiriFrom Zero to Hero with Pandas DataframeWhether you are beginning your data science journey or are someone looking for efficient ways to handle and manipulate their tabular data…Mar 28, 2022Mar 28, 2022
PinnedJanhavi GiriSemiconductor Fab Performance Analytics: What is it and Why it Matters?Global shortage of semiconductor chips as we see today is alarming. It has disrupted the economy and caused a widespread impact on our…Feb 8, 2022Feb 8, 2022
PinnedJanhavi GiriTop 20 SQL to Python Pandas ‘How do I’ scenariosOften in your data science journey, you will come across situations where you will need to write a SQL query in your python code using…Mar 14, 20223Mar 14, 20223
Janhavi GiriGenerative AI : Is it the Key to Unlocking the Next Wave of Semiconductor Growth?As the semiconductor industry faces increasing pressure to meet demands for innovation, miniaturization, and efficiency, Generative AI…Sep 121Sep 121
Janhavi GiriDemystifying Complex Patterns with Topological Data Analysis (TDA)Often as data scientists, we are presented with problems requiring us to identify and extract patterns from given data, revealing unique…Feb 10Feb 10
Janhavi GiriOptical Proximity Correction in the manufacturing of Integrated Circuits - Part 1Image resolutionSep 9, 2021Sep 9, 2021