/personal-project-archive

project archive

Primary LanguageJupyter NotebookMIT LicenseMIT

Personal project archive

each project has a summary and code

Data analysis

Fraud Detection

  • detect fraudulent click traffic from mobile app ads, Kaggle project
  • AUC score 0.9676 (1st score : 0.9843)
  • added LightGBM tutorial

Game Review

  • scrape reviews from Metacritic
  • build a score-based recommendation system
  • build NLP Sentiment prediction system
  • web embedding

Tips data

  • First data analysis without any models
  • find a way to get more tips
  • added classification model

Walmart TripType

  • predict customers trip type, Kaggle team project

Taxi Trip

  • predict estimated trip duration in NY, Kaggle team project
  • only used Statsmodels(OLS)

MNIST

  • kaggle image classification
  • Randomforest model
  • CNN model added

Programming

AWS_test

  • scrape daily headlines with AWS

Scrapy_test

  • scrape movie scores from metacritic with Scrapy

selenium_test

  • collect images and use google vision API with selenium