Staff
EE 541
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Syllabus
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In Class Demos
Reading
Homework Data
Homework
Homework #1: MLP Forward Pass, Convexity, and Monte Carlo Simulation
Homework #2: Peak Finding, Gibbs Sampling, and Root Finding
Homework #3: Linear MMSE, PCA, and Polynomial Regression
Homework #4: Clustering with K-Means and EM, HDF5
Homework #5: Logistic Regression and MLP Inference
Homework #6: Backpropagation and Softmax Regression
Homework #7: MLP Training with NumPy
Homework #8: PyTorch Classifiers on MNIST, Fashion-MNIST, and CIFAR-10
Course Staff
Office hours are subject to change.
Instructor
Dr. Brandon Franzke
franzke@usc.edu
Office:
EEB 504B
Office Hours
Wednesday
13:00 – 14:00
Thursday
14:00 – 16:00
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Teaching Assistant
TBA