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Statistical Foundations I: Distributions & Estimation
Date
Time
Monday, November 2, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Statistical Foundations II: Hypothesis Testing & Performance Metrics
Date
Time
Wednesday, November 4, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Resources

HW1 Released: Statistical Analysis Notebook

Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Supervised Learning I: Logistic Regression & Regularization
Date
Time
Monday, November 9, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Resources

HW1 Due
HW2 Released: Classical ML Notebook

Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Supervised Learning II: SVM & Random Forests
Date
Time
Wednesday, November 11, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Unsupervised Learning I: Clustering Methods
Date
Time
Monday, November 16, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Resources

HW2 Due
HW3 Released: Unsupervised Methods Notebook

Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Unsupervised Learning II: Dimensionality Reduction
Date
Time
Wednesday, November 18, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Deep Learning Foundations: Neural Networks & Training
Date
Time
Monday, November 30, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Resources

HW3 Due
HW4 Released: CNN Classification Notebook

Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Convolutional Neural Networks: Architecture & Classification
Date
Time
Wednesday, December 2, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
CNNs for Segmentation & Practical Considerations
Date
Time
Monday, December 7, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Resources

HW4 Due

Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668
Advanced Topics: Transformers & Generative Models
Date
Time
Wednesday, December 9, 2026
1:30 PM - 3:00 PM
Status
Upcoming
Instructors
Harini Veeraraghavan,
Teaching assistants
Joshua Lau
Room
Z 668