STAT3701
Download as PDF
STAT 3701 - Intermediate Data Science (4 Cr.)
Course description
Same as CSci 3701. Continued development of topics introduced in Introduction to Data Science. Data mining techniques; applied machine learning techniques; mathematical fundamentals such as introductory linear algebra; graphical models such as Bayesian networks; network analysis; special topics such as topological data analysis; and a strong emphasis on communicating results.
prereq: CSci 2701 or Stat 2701 or instr consent
prereq: CSci 2701 or Stat 2701 or instr consent
Minimum credits
4
Maximum credits
4
Is this course repeatable?
No
Grading basis
OPT - Student Option
Lecture
Requirements
010486
Credit will not be granted if credit has been received for:
02694
Fulfills the writing enriched requirement?
No
Typically offered term(s)
Every Fall