Homeworks (30%)

Must be completed individually.

• HW01: Decision trees
• HW02: High Dimensional Space
• HW03: Linear Models and Perceptron
• HW04: Multiclass Classification
• HW05: Neural Networks and PCA
• HW06: SVM

Further details of Homeworks, including due dates, will be announced on ELMS/Canvas.

Projects(30%)

Form groups of two to three for projects.

• Project 1: Classification
• Project 2: Multiclass and Linear Models
• Project 3: PCA, Softmax Regression and NN

Further details of Projects, including due dates, will be announced on ELMS/Canvas.

Exams (40%)

• Midterm exam (20%): March 12 12:30 pm-01:45 pm, open book, no internet access

• Final exam (20%): May 12 12:30 pm pm-01:45 pm, open book, no internet access

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