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kaggle project titanic (goal (for each passenger id in the test (0 - die,…
kaggle project titanic
goal
to predict if a passenger survived the sinking of the titanic or not
for each passenger id in the test
0 - die
1-live
score
percentage of passengers u predict right
files submit
a csv file with exactly 418 entries plus a header row
2 colums
passenger id
survived
Questions
private leaderboard
not visible to participants before it concluded
public leaderboard
50% of test set
Kernels
cloud computational environment that enables reproducible and collaborative analysis
supports
R
Python
Jupyter notebook
RMarkdown
support
ask questions on forum
tutorials
kaggle learn
machine learning courses
Titanic Data Science Solutions Python Notebook
use pandas for data manipulation
matplotlib & seaborn for data visualization
build models with scikit-learn
others
data
has been split into two groups
training set
train.csv
has outcome
test set
test.csv
gender_submission.csv
dictionary
survival
1
0
pclass
1
2
3
sex
age
is fractional if less than 1
if it is estimated it is xx.5
sibsp
number of siblings / spouses aboard the titanic
parch
number of parents/children aboard titanic
ticket
ticket number
fare
cabin
cabin number
embarked
port of embarked
