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@cal-data-eng

UC Berkeley Data 101

UC Berkeley Data Engineering Course

Data 101

The UC Berkeley Data Engineering course covers the principles and practices of managing data at scale, with a focus on use cases in data analysis and machine learning. This encompasses the entire life cycle of data management and science, ranging from data preparation to exploration, visualization and analysis, to machine learning and collaboration, with a focus on ensuring reliable, scalable operationalization.

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  1. notes notes Public

    UC Berkeley Data 101 Course Notes

    TeX 3 4

  2. fa25 fa25 Public

    UC Berkeley Data 101 Fall 2025 Website

    SCSS

  3. fa25-materials fa25-materials Public

    UC Berkeley Data 101 Public Materials

    Jupyter Notebook 1

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