Advanced Machine Learning, Data Mining, and Artificial Intelligence
Harvard Extension School
CSCI E-82
Section 1
CRN 15407
The course is intended to combine the theory with the hands-on practice of solving modern industry problems with an emphasis on image processing and natural language processing. Topics include outlier detection, advanced clustering techniques, deep learning, dimensionality reduction methods, frequent item set mining, and recommender systems. Topics also considered include reinforcement learning, graph-based models, search optimization, and time series analysis. The course uses Python as the primary language, although later projects can include R and other languages. The course also introduces some industry standard tools to prepare students for artificial intelligence jobs.
Registration Closes: August 28, 2025
Credits: 4
View Tuition Information Term
Fall Term 2025
Part of Term
Full Term
Format
Live Attendance Web Conference
Credit Status
Graduate, Noncredit, Undergraduate
Section Status
Open