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by Kamal Pasha
May 5, 2026
Machine Learning

Automated Machine Learning on Azure: Raw Data to Production

What if you could train, evaluate, and select the best machine learning model for your business problem — without writing a single line of ML code? Azure AutoML makes...
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by Kamal Pasha
May 4, 2026
Machine Learning

Decoding Responsible AI: Interpreting Microsoft’s RAI Dashboard on Azure ML

A hands-on walkthrough of Error Analysis, Model Overview, Data Analysis, Feature Importances, and Counterfactuals — applied to a real-world bank account fraud detection model. Introduction to Responsible AI The...
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by Faisal Rafiq
May 4, 2026
Analytics

Power BI to Microsoft Fabric Migration: End-to-End Data Engineering Guide

Every Power BI .pbix file contains a complete data model inside it. When no external database exists, this becomes your only source of truth. This guide explains how to...
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by Faisal Rafiq
May 4, 2026
Engineering

Data Engineering Lifecycle with Microsoft Fabric & Databricks

Enterprise data strategy requires more than tools  it requires structure. This guide walks through the complete lifecycle from raw data ingestion to business insights, helping you understand how Microsoft...
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by Saba Liaqat
May 4, 2026
Engineering

Microsoft Fabric Architecture: Building a Scalable Data Pipeline

Microsoft Fabric allows you to build a complete data pipeline within a single environment. Instead of managing multiple tools, you work inside one workspace where data is ingested, processed,...
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by Saba Liaqat
May 4, 2026
Analytics

Power BI Analytics: From Raw Data to Real Business Decisions

Overview Modern organizations generate data from multiple systems, but without structure, that data remains underutilized.           “Data becomes valuable when it moves beyond     ...
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by Kamal Pasha
May 2, 2026
Machine Learning

Microsoft’s Responsible AI Framework: Why the AI Deciding Your Future Needs Rules

An AI system just rejected your loan application. You don’t know why. No explanation was given. No human reviewed it. The algorithm made its decision in milliseconds and moved...
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by Kamal Pasha
May 2, 2026
Machine Learning

Inside Microsoft’s Responsible AI Dashboard: The Tools That Make AI Fair

Saying your AI is responsible is easy. Proving it is something else entirely. Any organization can publish a policy document about AI ethics. Any team can write a set...
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Reverse Engineering Image
by Faisal Rafiq
May 1, 2026
Analytics

Reverse Engineering Power BI: From Report Screenshots to a Clean Data Model

“You don’t need the source to understand the story. Every visual is a clue. Every field is evidence.”                      ...
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by Faisal Rafiq
February 13, 2025
Engineering

From API to Insight: Building a Real-Time Crypto Data Pipeline with Microsoft Fabric

Imagine trying to drink from a firehose. That’s what handling live cryptocurrency data feels like. Prices change every second, new coins emerge, and market caps swing by billions in...
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Recent Posts

  • Automated Machine Learning on Azure: Raw Data to Production
  • Decoding Responsible AI: Interpreting Microsoft’s RAI Dashboard on Azure ML
  • Power BI to Microsoft Fabric Migration: End-to-End Data Engineering Guide
  • Data Engineering Lifecycle with Microsoft Fabric & Databricks
  • Microsoft Fabric Architecture: Building a Scalable Data Pipeline

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