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The 2026 AI Roadmap: How I Would Learn Data Science if I Had to Start Over Today

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AI & Machine Learning

The 2026 AI Roadmap: How I Would Learn Data Science if I Had to Start Over Today

In 2026, we are AI Architects and System Conductors. If I were starting from zero today, I wouldn't start with …

Gurpreet Deol

6 months, 4 weeks ago • 4 min read

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AI & Machine Learning

The Ethics of Innovation: My Personal Struggle with Bias in the Algorithms I Built

A deep, personal exploration of the moral weight of AI development. From identifying 'Phantom Proxies' to standing up against profit-driven …

Gurpreet Deol

8 months, 1 week ago • 5 min read

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Data Science

8 Years in the Trenches: What Nobody Tells You About Becoming a "Senior" Data Scientist

The jump to Senior Data Scientist isn't about algorithms—it's about business impact. Drawing from 8 years in the trenches through …

Gurpreet Deol

8 months, 1 week ago • 6 min read

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Data Science

From Statistics to Strategy: How I Used Data to Solve a Real-World Business Crisis

When a tech firm faced a 40% drop in renewals, I didn't reach for a complex AI model first. I …

Gurpreet Deol

8 months, 1 week ago • 5 min read

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AI & Machine Learning

Data Cleaning: The 80% of Data Science Nobody Talks About

They tell you about the AI models, but they don't tell you about the weeks spent fixing broken dates and …

Gurpreet Deol

8 months, 2 weeks ago • 4 min read

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AI & Machine Learning

The Art of the 'Aha!' Moment: Telling Stories with Data That Stick

Why do some charts change minds while others just cause eye-strain? I spent years drowning in dashboards before I learned …

Gurpreet Deol

8 months, 2 weeks ago • 3 min read

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The 2026 AI Roadmap: How I Would Learn Data Science if I Had to Start Over Today

The Ethics of Innovation: My Personal Struggle with Bias in the Algorithms I Built

8 Years in the Trenches: What Nobody Tells You About Becoming a "Senior" Data Scientist

From Statistics to Strategy: How I Used Data to Solve a Real-World Business Crisis

Data Cleaning: The 80% of Data Science Nobody Talks About

The Art of the 'Aha!' Moment: Telling Stories with Data That Stick

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