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Guide to Become a Data Scientist Programming • Python • R • SQL Math Fundamentals • Statistics • Calculus • Discrete Maths Data Analysis • Feature Engineering • Data Wrangling • EDA Machine Learning • Classification • Regression • Deep Learning • Clustering

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Road Map to Become a Data Analyst: → Maths & Stats → Excel → Python → SQL & Database → Data Visualization - Power B - Tableau → Data Preparation & Validation → Exploratory Data Analysis → Data Ethics & Privacy → Business Understanding → Data Presenting