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A complete roadmap to become a Machine Learning Engineer in India — covering Python, math foundations, data analysis, ML algorithms, MLOps, cloud deployment, real-world projects, internships, and interview prep. Designed with a free-first approach for Indian learners.
Build strong programming and mathematical foundations for ML.
Focus on Python syntax, loops, functions, OOP, file handling, NumPy, Pandas, Matplotlib.
Study linear algebra, calculus basics, probability, statistics — essential for ML algorithms.
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