Data Science Certificate of Achievement

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This certificate introduces the computational and inferential thinking skills needed for data science. Students learn intermediate programming techniques, database fundamentals using SQL, data visualization techniques, statistics, and popular data science tools used for analysis.

Required Core:

CSCI 8 - Foundations of Data Science 4 units
CSCI 9 - Practical Data Science 4 units

Select 1 Course:

COMS 180 - Data-Driven Persuasion 4 units
MATH 150 - Elementary Statistics with Probability 4 units
PSYC 109A - Introduction to Statistics and Data Analysis for the Behavioral Sciences 4 units
SOCI 109A - Introduction to Statistics and Data Analysis for the Behavioral Sciences 4 units

Select 2 Courses:

CSCI 14 - Introduction to Programming with Python 4 units
and
CSCI 3 - Object-Oriented Programming in Java 4 units
or
CSCI 1 - Problem Solving and Program Design Using C++ 4 units
and
CSCI 2 - Introduction to Data Structures 5 units

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Data Science Certificate of Achievement

Required Core:

Select 1 Course:

Select 2 Courses:

Total Units: 20-21