Anshuman LallinPredmaticParallel 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…3 min read·Apr 5, 2024----
Anshuman LallinPredmatic3 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…3 min read·Apr 3, 2023----
Anshuman LallinPredmaticRandom 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…4 min read·Dec 28, 2020----
Anshuman LallinPredmaticAerosol Particle Diffusion CoefficientBefore pursuing a career in data science, I was an aerosol researcher (mainly computational research). Although I entered a new world of…1 min read·Dec 26, 2020----
Anshuman LallinPredmaticPySpark and Pandas DataFrames: Side-by-Side Syntax Comparisons — Part 1Background3 min read·Dec 24, 2019----
Anshuman LallinPredmaticJupyter 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…4 min read·Jul 2, 2018----
Anshuman LallinPredmaticProductizing 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)…6 min read·Apr 23, 2018----