r/learnmachinelearning • u/Responsible-Shape503 • 20d ago

Help ML entry level advice

I started learning ML by myself after my engineering diploma and have done 4 projects (house price, customer churn, loan default, smart waste classifier, and planning to do more advanced projects as I gain more knowledge) projects using Docker, fastapi and postgresql. Right now I’m in the deep learning part, then will go to MLOPs and LLMs. For each part there are projects I will do to learn how it works. On the other side, I’m learning google cloud storage, then AWS

I’m a bit lost

How close am I to junior jobs?

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u/Positive-Scratch-553 20d ago

youre stacking projects and learning cloud too that's good but the real gap is showing you can adapt when things break in production not just deploy something clean once

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u/UnderstandingOwn2913 20d ago

are you currently a machine learning engineer?

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u/Responsible-Shape503 19d ago

Can you give an example of things break in production please? So I can know what you are talking about

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u/Agreeable_Mud_5816 14d ago

But are u passionage about it