# Teaching

I have been a TA for CNS 187: *Neural Computation* (2015 & 2016) as well as CS 159: *Special Topics in Machine Learning* (2019). I have also given a series of guest lectures in CS 155: *Machine Learning & Data Mining* (2017 - 2019).

### 2015

**CNS 187**:

*Convolutional Neural Networks*

slides

### 2016

**CNS 187**:

*Convolutional Neural Networks*

slides

*Special Topics: Biological Inspiration*

slides

### 2017

**CS 155**:

*Deep Learning Part I: Neural Networks*

slides, video: 1 2

*Deep Learning Part II: CNNs & RNNs*

slides, video: 1 2

### 2018

**CS 155**:

*Deep Learning Part I: Neural Networks*

slides, video

*Deep Learning Part II: CNNs & RNNs*

slides, video

*Deep Learning Part III: Deep Generative Models*

slides, video

### 2019

**CS 155**:

*Deep Learning Part I: Neural Networks*

slides, video

*Deep Learning Part II: CNNs & RNNs*

slides, video

*Deep Learning Part III: Deep Generative Models*

slides, video

**CS 159**:

*Introduction to Deep Generative Models*

slides

*Maximum Likelihood and Latent Variable Models*

slides

**CS 295 (UC Irvine)**:

*Deep Sequential Latent Variable Models*

slides