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Data 8: Foundations of Data Science
UC Berkeley, Fall 2022

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.

The course is offered in partnership with the UC Berkeley Division of Computing, Data Science, and Society.

⏳ Duration: 15 weeks
✅ Slides, demos and videos for each lesson

All materials for the course, including the textbook and assignments, are available for free online under a Creative Commons license.

Note: Course has already started but you can start from beginning and access all learning materials.

🔗 Course link: http://data8.org/fa22/

#data_science #datascience #Berkeley #data_analysis

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Foundations of Data Science

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8.53K viewsNov 5, 2023 at 03:31

Data 8: Foundations of Data Science
UC Berkeley, Fall 2022

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.

The course is offered in partnership with the UC Berkeley Division of Computing, Data Science, and Society.

⏳ Duration: 15 weeks
✅ Slides, demos and videos for each lesson

All materials for the course, including the textbook and assignments, are available for free online under a Creative Commons license.

Note: Course has already started but you can start from beginning and access all learning materials.

🔗 Course link: http://data8.org/fa22/

#data_science #datascience #Berkeley #data_analysis

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @realgroupforprogrammer for more

𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

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