Published inPredmatic AIAllogeneic TCR-T Cell Therapy Supply Chain Planning: An Algorithmic ApproachWith the advancement of high-performance computing and algorithms, it is now possible to compute billions of scenarios to come up with an…Jul 13Jul 13
Published inPredmatic AIParallel Processing in PythonOur computers (or laptops or virtual machines in the cloud) have multiple processors (CPUs). While running a code, only some of the CPUs…Apr 5Apr 5
Published inPredmatic AI3 Benefits of Data Documentation using Data Dictionary, Catalog, and Business GlossaryDisclaimer: I took the help of ChatGPT as a starting point for this blog :). It turns out, that it took me a lot of time to edit and…Apr 3, 2023Apr 3, 2023
Published inPredmatic AIRandom Numbers in PythonWe make numerical calculations when the analytical solutions are not available. For example, if we flip a fair coin a large number of…Dec 28, 2020Dec 28, 2020
Published inPredmatic AIAerosol Particle Diffusion CoefficientBefore pursuing a career in data science, I was an aerosol researcher (mainly computational research). Although I entered a new world of…Dec 26, 2020Dec 26, 2020
Published inPredmatic AIPySpark and Pandas DataFrames: Side-by-Side Syntax Comparisons — Part 1BackgroundDec 24, 2019Dec 24, 2019
Published inPredmatic AIJupyter Notebook for Interactive Business Discussions - Part 1: Use of Sliders and FiltersAs data scientists, we often help businesses by finding meaningful insights in the data. This could include predicting a valuable business…Jul 2, 2018Jul 2, 2018
Published inPredmatic AIProductizing Data Science Projects: Part 1 — API for Random Forest RegressorAs data scientists, we write a lot of code to work with data. However, we do not necessarily write code for productizing (software-izing)…Apr 23, 2018Apr 23, 2018
