140.712.01
Advanced Data Science II
Location
East Baltimore
Term
2nd Term
Department
Biostatistics
Credit(s)
3
Academic Year
2024 - 2025
Instruction Method
In-person
Tu, Th, 8:30 - 9:50am
Auditors Allowed
No
Available to Undergraduate
No
Grading Restriction
Letter Grade or Pass/Fail
Course Instructor(s)
Contact Name
Frequency Schedule
Every Year
Resources
Prerequisite
140.711
Builds on Advanced Data Science I by introducing the idea of data products and encouraging students to build products based on their data analyses.
Learning Objectives
Upon successfully completing this course, students will be able to:
- Critique a data analysis and separate good from bad analysis
- Produce a complete data analysis
- Produce the components of a data analytic paper
- Produce the components of a statistical methods paper
- Produce the components of a data analytic presentation for technical and non-technical audiences
- Identify key issues in data analytic relationships
Methods of Assessment
This course is evaluated as follows:
- 25% Homework 1
- 25% Homework 2
- 50% Final Project
Final grade applies to all terms
Enrollment Restriction
Enrollment restricted to Biostatistics 2nd-year PhD and 2nd-year master's students only