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

Resources

• https://data.quora.com/First-Quora-Dataset-Release-Question-Pairs
• https://engineering.quora.com/Semantic-Question-Matching-with-Deep-Learning

@shagunsodhani

@shagunsodhani

Thank You

Shagun Sodhani

http://bit.ly/shagun02