Data 101 (Info 258/CS 187): Data Engineering

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Course Description

UC Berkeley Data 101 covers the principles and practices of managing data at scale, with a focus on use cases in data analysis and machine learning. We will cover 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.

Offerings

Each offering site includes links to assignments, slides, and readings. You are welcome to use any of the materials you find.