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Principles and Techniques of Data Science

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Home - Data 100 Home | Data 100 Data 100 Menu Powered by Just the Class Principles and Techniques of Data Science UC Berkeley Spring 2024 Frequently Asked Questions Offerings Spring 2024 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 Summer 2019 Spring 2019 Fall 2018 Spring 2018 Fall 2017 Spring 2017 Overview Combining data, computation, and inferential thinking, data science is redefining how people and organizations solve challenging problems and understand their world. This intermediate-level class bridges between Data 8 and upper-division computer science and statistics courses as well as methods courses in other fields. In this class, we explore key areas of data science including question formulation, data collection and cleaning, visualization, statistical inference, predictive modeling, and decision-making.​ ...

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