Day-32

Day 32 of #100DaysOfCode

Task

1. Titanic dataset prediction challenge
2. Data Science project challenge in GHW

Resources

• Kaggle Titanic - Machine Learning from Disaster

• • My Notebook 1

• MLH - Global Hack Week INIT 2023 hackathon

• • Data Science project

Topics I have learnt

1. Titanic dataset prediction

• With XGBClassifier and did Feature Engineering using Mutual Information.

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

• Did 4 challenges

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
• XGBoost 1.6.1

My Notebooks

• Titanic_survival_competition_5.ipynb
• GHW_data_science_project.ipynb

Conclusion:

Today I did titanic survival compeition and participated in Global Hack Week hackathon and completed 4 challenges.