Workshop Archive

Directed by Andy Lewis and Satyen Subramaniam

• Session 1: Intro to Cloud

  cloud computing

  aws

  s3

  README 

  · Slides 

  · Recording 

  Taught by Satyen Subramaniam and Katelyn Yu

• Session 2: VM Computing

  vm computing

  aws

  ec2

  README 

  · Slides 

  · Recording 

  Taught by Jonathan Si and Satyen Subramaniam

• Session 3: Serverless Computing

  serverless computing

  crud api

  README 

  · Slides 

  · Recording 

  Taught by Einar Balan and Andy Lewis

• Session 4: DevOps + Cloud

  docker

  elastic beanstalk

  devops

  aws

  README 

  · Slides 

  · Recording 

  Taught by Satyen Subramaniam and Nathan Zhang

• Session 5: Machine Learning

  machine learning

  supervised learning

  unsupervised learning

  sagemaker

  aws

  README 

  · Slides 

  · Recording 

  Taught by Brooke Jiang and Andy Lewis

• Session 6: Not Data Science. Minecraft

  minecraft

  aws

  ec2

  README 

  · Slides 

  · Recording 

  Taught by Einar Balan and Andy Lewis

Directed by Nareh Agazaryan and Einar Balan

• Session 8: Standard Library and Packages

  machine learning

  computer vision

  python

  README 

  · Slides 

  · Recording 

  Taught by Jakob Reinwald and Chandra Suresh

Directed by Asha Kar

• Intro to Deep Learning

  machine learning

  deep learning

  artificial intelligence

  Slides 

  · Recording 

  Taught by John Dang (ACM AI) and Justin Yi (ACM AI)

Directed by Jody Lin and Rajeshwari Jadhav

• Session 5: Data Mining and Modeling

  data mining

  ai

  machine learning

  colab

  regression

  sklearn

  README 

  · Slides 

  Taught by Kevin Tan