Code for Kaggle competitions

Complete

• (Project) Forest Cover Type (My code) (Kaggle overview)

• (Project) Shelter Animal Outcomes (My code) (Kaggle overview)

• (Project) Titanic: Machine Learning from Disaster (My code) (Kaggle overview)

• (Project) House Prices: Advanced Regression Techniques (My code) (Kaggle overview)

• (Project) Ghouls, Goblins, and Ghosts... Boo! (My code) (Kaggle overview)

• (Project) MNIST Digit Recognizer (My code) (Kaggle overview)

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In Progress

• (Project) Costa Rican Household Poverty Level Prediction (My code) (Kaggle overview)

• (Project) Doge Breed Identification (My code) (Kaggle overview)

• (Project) Amazon.com - Employee Access Challenge (My code) (Kaggle overview)

• (Dataset) Flowers Recognition by Alexander Mamaev (My code) (Kaggle overview)

• (Dataset) Data Science for Good: Kiva Crowdfunding by Kiva (My code) (Kaggle overview)

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Future

These projects either take up way too much memory or they are computationally expensive. I will return to them once I have a GPU (or few).

• (Project) TalkingData AdTracking Fraud Detection Challenge (My code) (Kaggle overview)

• (Project) Google Landmark Recognition Challenge (My code) (Kaggle overview)

• (Project) Santa Gift Matching Challenge (My code) (Kaggle overview)

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Archive

Contains helpful code templates that I hope to reuse.

• Classification template

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Tutorials (Found under Kaggle Learn)

• Dan B's Machine Learning course (link)

• Dan B's Neural Network course (link)

• Aleksey Bilogur's Pandas course (link)

• UC Berkeley's DS100 SQL course (link)

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