In my spare time, I like to solve Data Science projects on Kaggle. I do them as end-to-end projects and they are a great way to exercise my Machine Learning skills.
Click on the following links to read them:
- Data analysis and feature extraction with Python. Classification problem using the Titanic: Machine Learning from Disaster dataset. In this challenge, we have to predict which passengers survived the tragedy. I went through all the steps of a Machine Learning project, although I paid more attention to the details related to data analysis, feature extraction and feature selection.
- Comprehensive data exploration with Python. Regression problem using the House Prices: Advanced Regression Techniques dataset. In this challenge, we have to predict the final price of each home. I focused my approach on the exploratory data analysis step.