<ul><li>Python is the most important language in data science, used for analysis, automation, and machine learning.</li><li>Data visualization skills are essential for providing insights. Learn to create graphs, analyze datasets, and make interactive dashboards.</li><li>Understand the basics of machine learning, including supervised vs. unsupervised learning, regression, classification models, and using Scikit-Learn.</li><li>Build real-world projects to showcase your skills. Ideas include predicting house prices, analyzing COVID-19 data trends, and performing sentiment analysis on Twitter data.</li></ul>

How to Become a Data Scientist in 2025 (No Degree Required!)

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