No, we won’t be debating which animal is more adorable but we will be discussing the difference between doing data science locally vs doing data science at scale. Most Data Scientist are aware of working with Python and Pandas but you can only work with small amounts of data. With Koalas, Data Scientist can use all the same API's they are familiar with from Panadas but at scale with PySpark.