Kaggle Paris Meetup

Meetup #21 

Welcome by Equancy

Agenda

1. ML news , pointers, context :
2. Summer schools
3. Current & past challenges
4. Auto ML context and motivations from NeurIPS tuto
5. ML Box (V2) , Axel de Romblay and Henri Gérard
6. Open discussion, next meetup :

talk by Andrea Vaglio from Deezer

 Feedback from Warsaw Deep Learning summer school

• Huge participation (1200 "students")
• 3 tracks in parallel
• Lot of ML topics and industry applications
•  

Other Summer schools,

• Paris Saclay , with Hands-on

• Lille on RL ( 2 weeks!)

• ...

 Agenda​

1. ML news , pointers, context :
2. Summer schools
3. Current & past challenges
4. Auto ML context and motivations from NeurIPS tuto
5. ML Box (V2) , Axel de Romblay and Henri Gérard
6. Open discussion, next meetup :

talk by Andrea Vaglio from Deezer

Auto ML context and motivations from NeurIPS tuto

video , slides

Democratization of data science

We  directly have a strong baseline

We can codify best practices (Xval, encoding categ. features,...)

Reducing the tedious part of DS work

Cons : People will use it without understanding

 Agenda​

1. ML news , pointers, context :
2. Summer schools
3. Current & past challenges
4. Auto ML context and motivations from NeurIPS tuto
5. ML Box (V2) , Axel de Romblay and Henri Gérard
6. Open discussion, next meetup :

talk by Andrea Vaglio from Deezer

SIIAM - Pneumothorax detection

• Image object detection, build a model that detects pneumothorax on medical images (dcim format)
• Size  : train  imgs , test  imgs - 25 Go download
• Metric :
• EDA
• 5 submissions per day !
• Some kernels
• finished in september
• prices : 30 k$ in total