Samarthya

Life can change any moment, and I am ready for it.

About Me

RFM Analysis: A Comprehensive Guide to Customer Segmentation

What is RFM Analysis? RFM (Recency, Frequency, Monetary) Analysis is a customer segmentation technique that uses three key metrics: Statistical Approach to Binning in RFM Binning is critical in RFM to categorize customers: Python Example: R Example Customer Segments Created References

Failed to connect to bus: No medium found

If you have ever seen this error, you know the pain of a fellow linux user. This is message I get when I was trying to install podman.socket Why do we need Podman.socket? In all googling I did I was able to see the problem boiling from XDG_RUNTIME_DIR which was empty on my host OS. […]

From Speech to Text: A Python Deep Dive

Ever wished you could effortlessly convert your spoken words into written text? Look no further! This blog post will guide you through building a simple yet powerful speech-to-text application using Python. We’ll break down the code step-by-step, explaining the logic behind each stage, and even show you how to run the application yourself. Setting the […]

Ansible Loops

Ansible offers powerful looping mechanisms that can significantly enhance your playbooks’ efficiency and readability. In this blog post, we’ll dive deep into Ansible loops, exploring various elements and providing practical examples to help you master this essential feature. Table of Contents Introduction to Loops Loops in Ansible allow you to repeat a task multiple times […]