Introduces algorithms and tools for building intelligent computational systems. Methods will be surveyed for classification, regression and clustering in the context of applications such as document filtering and image recognition. Students will learn the theoretical underpinnings of common algorithms (drawing from mathematical disciplines including statistics and optimization) as well as the skills to apply machine learning in practice. Same as INFO 5604.
instructor(s)
Bhatti, Shahzad
Primary Instructor
- Fall 2022 / Fall 2023 / Spring 2024
Handler, Abe
Primary Instructor
- Fall 2020 / Summer 2021 / Fall 2021
