data_preprocessing.md

data_preprocessing

Welcome to week 3 of PBL!

Data preprocessing is our first step in the world of data. It will sound simple at first, but this is actually the most crucial work done by a data scientist. All you need is an appropriate dataset and bags full of patience. Don't worry, we got you covered! 😀

• An overview of data preprocessing
• Get familiar with your data

Datasets

• Beginner-friendly Kaggle datasets
• superdatascience.com dataset

Kaggle guides

• Data preprocessing walk through using titanic dataset.
• An example and a guide for data visualiszation