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Start here! Predict survival on the Titanic and get familiar with ML basics.
Titanic Survival Prediction Dataset.
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
Learn how to analyze the Titanic dataset in Kaggle and submit the results to the competition.
Solution. In a form of a jupyter notebook, my solution goes through the basic steps of a data science pipeline: Exploratory data analysis with visualizations. Data cleaning. Feature engineering. Modeling. Modelfine-tuning. Note that I have included a script with stacking for information only as it achive lower score.
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Nov 6, 2019 · To predict the passenger survival — across the class — in the Titanic disaster, I began searching the dataset on Kaggle. I decided to choose, Kaggle + Wikipedia dataset to study the objective.
