How to Get Started in Data Science: A Beginner's Guide

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To begin in data science, start with foundational skills in statistics, programming (Python or R), and SQL. Understand data manipulation, visualization, and machine learning concepts. Utilize online courses (Coursera, edX), books (Python for Data Analysis, Introduction to Statistical Learning), and practice with real-world datasets (Kaggle). Build a portfolio showcasing projects like data cleaning, analysis, and predictive modeling. Engage with the community through forums (Stack Overflow, Reddit) and attend meetups or conferences. Continuous learning and practical application will solidify your skills and readiness for data science roles.