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How To Prepare For Machine Learning Jobs in 2026

9 min readDec 30, 2025

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Are you scared like other aspiring guys who are preparing for this field? You should be, which is good. Follow this blog, as it’s not at all an AI-generated one. A human like you giving you advice...

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Inspired from Egor

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As someone who has been teaching people in machine learning and data science-related subjects, I can see fear in my students every day. It’s not because they are dumb; it’s because they are worried about their future.

One thing for sure, for my students or any professionals who are in this field, is “You don’t need to be scared.”

Why?

Think about it. Please don’t read it while using Instagram Reels because it's full of clown influencers who are giving you advice that makes no sense most of the time. They are the real parasite in your brain. The other day I saw a guy talking about FAANG, MAANG, BIG4 companies and ended up selling courses for some big companies…

I’m not saying they shouldn’t, as that’s their profession, but I’m just making you aware that you should stop following people like them or their roadmaps. People keep posting roadmaps all year just to make you confused. One guy will say,

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Ramakrushna Mohapatra
Ramakrushna Mohapatra

Written by Ramakrushna Mohapatra

Sr. Data Scientist. Gen AI & LLM Whisper . Tech Trainer . AI Agents . For Business & Mentorship: itsramakrushna@gmail.com x.com/techwith_ram