amypeniston / kaggle-competitions

Kaggle competition submissions & exploratory data analysis: Neural Networks (MNIST Digit Recognizer), NLP (Disaster Tweets), Regression (House Prices), Classification (Titanic).

Kaggle Competitions

House Prices

The Challenge: Predict the price of homes in Ames, Iowa using 79 explanatory variables.

• Project Code
• View on Kaggle

Disaster Tweets

The Challenge: Predict whether there is a real disaster using the content of social media posts.

• Project Code
• View on Kaggle

Titanic

The Challenge: Predict passenger survival using machine learning basics.

• Project Code
• View on Kaggle

Learn Together

The Challenge: Classify forest types based on geographic features (team-based).

• Project Code
• View on Kaggle