Titanic: Machine Learning from Disaster

The sinking of the Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the widely considered “unsinkable” RMS Titanic sank after colliding with an iceberg. Unfortunately, there weren’t enough lifeboats for everyone onboard, resulting in the death of 1502 out of 2224 passengers and crew. While there was some element of luck involved in surviving, it seems some groups of people were more likely to survive than others.

Titanic: Machine Learning from Disaster

August 19, 2020

Exploratory data analysis
Data cleaning
Data visualization
Survival prediction with Suppport vector machines
Public Score - 0.78229

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