Day-30

Day 30 of #100DaysOfCode

Task

1. Titanic dataset challenge
2. Maths with ML (not done)

Resources

• Kaggle Titanic - Machine Learning from Disaster
• • My Notebook

Topics I have learnt

1. Titanic dataset challenge

• Used XGBClassifier with Cross-validation

2. Also participated in MLH Global Hack Week INIT 2023 🔗

• Did 3 challenges
• And made Wikipedia Searcher🔗 with Anant Luthra

Software used

• Jupyter Notebook
• Python 3.10.2
• Numpy 1.22.4
• pandas 1.4.2
• Matplotlib 3.5.2
• Seaborn 0.11.2
• scikit-learn 1.1.1

My Notebooks

• Titanic_survival_competition_1.ipynb

Conclusion:

Today I did little bit of prediction on titanic dataset using RandomForestClassifier and did hyper parameter tuning on it with cross-validation.