Full Time Program

Fall Quarter (October – December)
Core Courses:

• Probability and Statistics for Data Analysis (6 units)
• Machine Learning and Computational Statistics (7 units)
• Practical Data Science (6 units)

Elective Courses:

(Selection from the list)

Winter Quarter (January – March)
Core Courses:

• Large Scale Data Management (6 units)
• Numerical Optimization and Large Scale Linear Algebra (6 units)
• Text analytics and engineering (6 units)
• Legal, Ethical and Policy Issues in Data Science (3 units)

Elective Courses:

(Selection from the list)

Spring Quarter (April – June)
Core Courses:

• Data Visualization and Communication (6 units)

Elective Courses:

(Selection from the list)  

Part Time Program

1st Year

Fall Quarter (October – December)
Core Courses:

• Probability and Statistics for Data Analysis (6 units)
• Practical Data Science (6 units)

Winter Quarter (January – March)
Core Courses:

• Large Scale Data Management (6 units)
• Machine Learning and Computational Statistics (7 units)

Spring Quarter (April – June)
Core Courses:

• Numerical Optimization and Large Scale Linear Algebra (6 units)
• Text analytics and engineering (6 units)

Elective Courses:

(Selection from the list)

2nd Year

Fall Quarter (October – December)
Core Courses:

• Data Visualization and Communication (6 units)
• Legal, Ethical and Policy Issues in Data Science (3 units)

Elective Courses:

(Selection from the list)

Winter Quarter (January – March)

Elective Courses:

(Selection from the list)

Spring Quarter (April – June)

Elective Courses:

(Selection from the list)