@Mubbydev
Exploring AI and Machine Learning
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Mar 31 · 6 min read · This article dissects a real project: a multi-agent job market analyser built on Azure OpenAI. The system ingests a Glassdoor data science jobs dataset (648 rows), analyses in-demand skills, forecasts
Join discussionJan 31 · 5 min read · Decoding Data Science: A Step-by-Step Guide to Churn Prediction In today’s data-driven world, businesses aren't just reacting to what happens—they're predicting it. One of the most critical predictions a company can make is figuring out which custome...
Join discussionDec 26, 2025 · 5 min read · In data science, moving from raw data to a working machine learning model is rarely a straight line. It’s more like a careful assembly process that requires cleaning, reshaping, and rigorous testing before any real predictions can happen. This guide ...
Join discussionDec 14, 2025 · 3 min read · This week at the DataraFlow program covered web scraping. This involves using Python to search webpages for tables directly, without needing to download an Excel or CSV file. As part of this week’s assessment, I was tasked with proving my web scrapin...
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