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Kaggle Titanic Practice Series' Articles

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kito2718

Jul 2

Kaggle Titanic Practice 1: Setting Up a Local Environment for the Kaggle Titanic Competition

3 min read

kito2718

Jul 2

Kaggle Titanic Practice 2: My First Submission (EDA, Feature Engineering, and Model Evaluation)

5 min read

kito2718

Jul 2

Kaggle Titanic Practice 3: Cabin Feature Engineering (Is It Really Effective?)

#kaggle #machinelearning #python #lightgbm

2 min read

kito2718

Jul 2

Kaggle Titanic Practice 4: Improving Survival Prediction with Random Forest Age Imputation

#machinelearning #kaggle #python #datascience

2 min read

kito2718

Jul 3

Kaggle Titanic Practice 5: Improving Score with Fare Log-Transformation and Age Stage Binning

#machinelearning #kaggle #python #datascience

3 min read

kito2718

Jul 6

Kaggle Titanic Practice 6: Elevating Survival Predictions with Group Features & CatBoost Tuning

#kaggle #machinelearning #catboost #optuna

5 min read

kito2718

Jul 7

Kaggle Titanic Practice 7: Overcoming Class 3 Deadlocks with Ticket Neighbor Survival OOF

#kaggle #machinelearning #python #catboost

8 min read