Data Science Basics
Understanding foundational concepts in statistics, machine learning, and data manipulation for extracting insights from data.
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Why It Matters
AI tools are democratizing data science, but professionals who understand the fundamentals can use AI assistants more effectively and catch errors that purely automated approaches miss.
How to Get Started
Complete Andrew Ng's Machine Learning specialization on Coursera, learn Python with pandas and scikit-learn, and work through Kaggle's introductory competitions.
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