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It Was Never Just About Tools: How Learning Data Analytics and Machine Learning Changed My Thinking
Data Analysis   Data Visualization   Latest   Machine Learning

It Was Never Just About Tools: How Learning Data Analytics and Machine Learning Changed My Thinking

Last Updated on April 16, 2025 by Editorial Team

Author(s): Nikhil Dasari

Originally published on Towards AI.

Reflections on mistakes, mindset shifts, and what I truly learned while exploring Data Analytics and Machine Learning.

Photo by Ameer Basheer on Unsplash

After my graduation, I was clueless about my career β€” what to learn, where to start, and how to get a job quickly. I came across data analytics, and I was instantly drawn to the idea of generating insights from data to help businesses grow.

I started researching skills β€” to be honest, I was also looking for high-paying ones. That’s when I discovered Python and registered for an online course. Initially, the topics felt easy, and I could follow along. But as the chapters progressed, I realized I wasn’t really grasping the concepts. It became harder to continue, but I kept watching the videos just to get the certificate.

Deep down, I knew that this kind of learning wouldn’t help me land a job. So, I started looking for something simpler β€” and that’s when I found Power BI. I bought a course on Udemy and completed it quickly. But again, a thought crossed my mind: β€œEveryone can do this… so how do I stand out?”

I began participating in data visualization challenges on LinkedIn and submitted my visuals. But honestly,… Read the full blog for free on Medium.

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