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data-8.github.io
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2026-01-21 19:48:32
raw text
data-8.github.io data-8.github.io Data 8: The Foundations of Data Science The UC Berkeley Foundations of Data Science course combines three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social issues surrounding data analysis such as privacy and design. Offerings Each offering site includes links to assignments, slides, and readings. You are welcome to use any of the materials you find. Fall 2023 Summer 2023 Spring 2023 Fall 2022 Summer 2022 Spring 2022 Fall 2021 Summer 2021 Spring 2021 Fall 2020 Summer 2020 Spring 2020 Fall 2019 Sum...
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