Kaggle Study

[JangAyeon]

Week 4 : New York City Taxi Trip Duration

• [x] Dynamics of New York city - Animation

• [x] Feature Engineering
• [x] Clustering
• [x] Find ride from one cluster to another
• [x] Neighborhood Interaction
• [x] Winter vs Summer

[JangAyeon]

Week 5 : New York City Taxi Trip Duration

• [x] Simple Exploration Notebook Zillow Prize

  • [x] load data & check flow
  • [x] EDA
  • [x] check linear correlation
  • [x] ensemble modeling
  • [x] non-linear & feature importance

[JangAyeon]

Week 6 : Statoil/C-CORE Iceberg Classifier Challenge

• [x] Keras Model for Beginners (0.210 on LB)+EDA+R&D

  • [x] load data & check flow
  • [x] EDA
  • [x] define model & train acc
  • [ ] test acc
  • [ ] submission

[JangAyeon]

Week 7 : speech-representation-and-data-exploration

• [x] wave and spectrogram
• [x] MFCC
• [x] Slience Removal
• [x] Resampling
• [x] FTT
• [x] anomal detection
• [x] Study PPT upload

[JangAyeon]

Week 9 : Mercari Price Suggestion Challenge