DATA6

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DATA 6 - Introduction to Computational Thinking with Data Science and Society

Data Science Undergraduate Studies Undergraduate CDSS - Clg of Comp Data Sci & Society

Subject

DATA

Course Number

6

Course Level

Undergraduate

Course Title

Introduction to Computational Thinking with Data Science and Society

Course Description

This foundational Data Science course combines inferential and computational thinking as applied to the fundamentals of quantitative social inquiry. Apply critical concepts and skills in computer programming to conduct quantitative social science research in various contexts, including economic outcomes, public health, environmental justice, privacy, bioethics, and social networks. Understand the process of using data for quantitative analysis and how to develop a variety of figures, combined with text, to communicate their findings. The focus is on data exploration and identifying patterns relevant to social concepts, rather than inferences and predictions. The course can serve as a precursor to Data 8: Foundations of Data Science.

Minimum Units

4

Maximum Units

4

Grading Basis

Default Letter Grade; P/NP Option

Term

Fall and Spring

Lecture Hours

2

Mode of Instruction

In Person

Mode of Instruction

In Person

Laboratory Hours

2

Mode of Instruction

In Person

Term

Summer

Lecture Hours

6

Mode of Instruction

In Person, Online

Discussion Hours

2

Mode of Instruction

In Person, Online

Laboratory Hours

2

Mode of Instruction

In Person, Online