Tutorials

Tutorials#

Below you’ll find a table keeping track of all tutorials presented at this event:

Day

Tutorial

Presenter

Materials

Mon 1

Introduction to Neural Networks

Valentina Staneva

Slides, Colab

Mon 2

Vision Models

Valentina Staneva

Slides, Colab

Mon 3

Transfer Learning

Joseph Hellerstein

Colab

Mon 4

Sequence Models

Vedant Somani

Colab

Tue 1

AI Lifecycle Overview

Valentina Staneva

Slides

Tue 2

Language Models with Transformers

Vedant Somani

Slides, Colab

Tue 3

Hugging Face Ecosystem

Joseph Hellerstein

Colab

Tue 4

Multimodal Models

Valentina Staneva

Slides, Colab

Tue 5

Responsible AI

Sikha Pentyala

Slides, guide

Wed 1

Scaling AI

Scott Henderson

Demo

Wed 2

Computing Resources

Anthony Arendt, Kristen Finch, Kenny Lam

Cloudbank Slides

Wed 3

GenAI for Software Development

Anthony Arendt, Don Setiawan

genai Slides

Thu 1

Interpretability

Valentina Staneva

Slides, Notebook

Fri 1

Reproducibility

Jose Cols

Slides