Machine Learning Architectures

Shagun Sodhani

 

 

Agenda

  • Discuss some machine learning architectures
     
  • When to use which architecture
 

Architecture To Cover

  • Siamese Networks
  • Triplet Networks
  • Batch Normalization
  • Skip connections
  • Dropout
 

Duplicate Question Detection On Quora Dataset

 

Dataset taken from: https://data.quora.com/First-Quora-Dataset-Release-Question-Pairs

 

Disclaimer

 
Taken from: https://twitter.com/ML_Hipster/status/734861805781057537
 

Talk is cheap. Show me the code.

Linus Torvalds

 

Thank You

 

Shagun Sodhani

Machine Learning Architectures

By Shagun Sodhani

Machine Learning Architectures

For PyData Conference 2017

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