In the age of big data that has impacted almost every industry, little attention has been given to data quality. With the same eagerness that the world has embraced big data, we must develop data governance strategies that ensure the highest quality data. I'm this talk, we will explore open source tools, and how we can embed quality checks with these tools for the best data quality.