Name: ML Crash Course + Code Sprint
Start: 2019-06-17T08:30:00-07:00
End: 2019-06-21T17:00:00-07:00
Location: SLAC

Monday 17 June
- Mon 17 Jun
- Tue 18 Jun
- 08:30 → 09:00
  
  Q&A - Morning
  
  For questions on preparation materials
  
  Convener: Kazuhiro Terao (SLAC)
- 09:00 → 12:00
  Morning
  
  Convener: Kazuhiro Terao (SLAC)
  - 09:05
    
    Introduction 10m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    Two Slides Intro
  - 09:20
    
    ML Crash Course - Part 1 40m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    NN Crash Course
  - 10:00
    
    Break 10m
  - 10:10
    
    ML Crash Course - Part 2 40m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    NN Crash Course
  - 10:50
    
    Hands-on: MNIST + MLP 40m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    Hands-on Intro
    
    Notebook: kworkshop package
    
    Notebook: MNIST + MLP
  - 11:30
    
    Hands-on: Failure of MLP on Images 30m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    Notebook: Translationa-MNIST
- 13:00 → 13:30
  
  Q&A - Lunch
  
  For materials covered in the morning
  
  Convener: Kazuhiro Terao (SLAC)
- 13:30 → 16:40
  Afternoon
  
  Convener: Kazuhiro Terao (SLAC)
  - 13:30
    
    ML Crash Course - CNN 40m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    NN Crash Course CNN
  - 14:10
    
    Hands-on: MNIST + CNN 20m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    Notebook: MNIST + CNN
    
    Notebook: T-MNIST + CNN
  - 14:30
    
    Break 10m
  - 14:40
    
    ML Crash Course: Tips for Training Deep Neural Nets 40m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    Training DNN
  - 15:20
    
    Hands-on: CIFAR + Deep CNN 40m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    Notebook: CIFAR-10 + CNN
    
    Notebook: CIFAR-10 + ResNet
  - 16:00
    
    Break 10m
  - 16:10
    
    Hands-on: Training Custom Data 30m
    
    Speaker: Kazuhiro Terao (SLAC)
- 16:40 → 17:10
  
  Q&A - Afternoon
  
  For materials covered in the afternoon
  
  Convener: Kazuhiro Terao (SLAC)
Tuesday 18 June
- Mon 17 Jun
- Tue 18 Jun
- 09:00 → 09:30
  
  Huddle
  
  Convener: Kazuhiro Terao (SLAC)
- 09:30 → 17:00
  Morning
  
  Convener: Kazuhiro Terao (SLAC)
  - 09:30
    
    Introduction to Day 2 15m
    
    Speaker: Kazuhiro Terao (SLAC)
  - 09:45
    
    Software Container 30m
    
    Speaker: Kazuhiro Terao (SLAC)
    
    Software Container
  - 10:15
    
    Break 10m
  - 10:25
    
    Training DNN 35m
    
    Speaker: Kazuhiro Terao (SLAC)
  - 11:00
    
    Code Sprint 1h
    
    Speaker: Kazuhiro Terao (SLAC)
  - 13:00
    
    Code Sprint 4h
    
    Speaker: Kazuhiro Terao (SLAC)
- 13:00 → 17:00
  
  Afternoon
  
  Convener: Kazuhiro Terao (SLAC)

ML Crash Course + Code Sprint

53/3-3002 - Almanor

SLAC