Instructor:
Title: Amazon Web Services
Target audience: general
Course plan:
- Intro to AWS
- AWS advantages for HPC
- Research and HPC examples on AWS
- Core HPC Services
- HPC Architectures and demo
- Introduction to AI, Machine Learning & Deep Learning
- Implementing Regression and Classification with Machine Learning
- Deep Learning via APIs (Image Recognition)
- Building your Deep Learning Neural Network (MXnet, Tensorflow, Spark)
- Hands-on-Lab:
- Building a classification model
- Developing a distributed Training (TensorFlow Notebook)
Duration: 3 hours
Level: beginner
Prerequisites:
Links: