DATA

Data Analysis with Python — Full Course

Comprehensive freeCodeCamp course covering data analysis with Python using Pandas, NumPy, Matplotlib, and Seaborn — the essential toolkit for AI data pipelines.

Before AI can do anything useful, data has to be collected, cleaned, and understood. This freeCodeCamp course teaches the complete Python data analysis stack: NumPy for numerical computing, Pandas for data manipulation, Matplotlib and Seaborn for visualisation, and practical techniques for handling missing data, outliers, and feature engineering. Whether you're building ML pipelines, preparing training datasets, or analysing model outputs, this course provides the foundational skills every AI practitioner needs.

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