How To Learn Machine Learning From Scratch [2025 Guide]
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3K views · 262 reactions |  Machine Learning Roadmap (2025 Edition)...
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Bro, everyone wants to become a Machine Learning Engineer but most people don’t know the correct starting point. This roadmap gives you the exact path — begin with Python basics, learn important maths, understand data cleaning, practise ML algorithms, move to deep learning, and then learn deployment. Follow each step slowly and consistently because ML is not about speed, it’s about steady learning and real skills. If you follow this roadmap honestly, one day these same skills will give you a hig
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