This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License.
When you are building data solutions or data products, we get exposed to various kinds of data ranging from sound(wav files), csvs, streaming data, batched data going into Terabytes, images, text, Databases etc.
Each kind of data comes with its own context and way of massaging it but over the time there are some principles that I have learnt during my journey of working in the field of "Data Science" that I would like to share in this talk.