Tuition Fee
USD 4,700
Per course
Start Date
Medium of studying
Fully Online
Duration
2 months
Program Facts
Program Details
Degree
Courses
Major
Artificial Intelligence
Area of study
Computer Science & IT
Minor
Machine Learning
Education type
Fully Online
Timing
Full time
Course Language
English
Tuition Fee
Average International Tuition Fee
USD 4,700
Intakes
| Program start date | Application deadline |
| 2024-04-01 | - |
| 2024-06-01 | - |
About Program
Program Overview
This online course, taught by Professor Meka, covers advanced topics in machine learning, including low-rank approximations, online learning, and outlier-robust algorithms. Students will learn through lectures and outside study, and can choose between S/U or letter grading. The course runs from April 1 to June 14, 2024, with no set meeting times.
Program Outline
Outline:
Course Content:
- Low-rank approximations
- Online learning
- Multiplicative weights framework
- Mathematical optimization
- Outlier-robust algorithms
- Streaming algorithms
Course Structure:
- Lecture: 4 hours
- Outside study: 8 hours
Course Schedule:
- April 1 - June 14, 2024
- No set meeting times
Assessment:
- S/U or letter grading
Teaching:
Teaching Methods:
- Lectures
Faculty:
- Professor Meka, R.
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