If you’re a Data Scientist trying to level up, go read case st | Artificial Intelligence

If you’re a Data Scientist trying to level up, go read case studies.

Data Science is less about knowing the nuances of a particular library/tool, but more about its application to solving business problems.

Case studies from companies help you understand how projects operate, from start to end, and the practical ways Data Science is applied in the real world.

Case studies crucially show you the underlying business needs which motivate the technical solution — something which sadly gets missed in most DS classes

Here’s a fun case study from Netflix on how they use ML to decide what new shows & movies to make.

Here’s a case study from Uber on how they use graph theory + ML to find users making fraudulent trips.

Here’s a case study from Airbnb on how they track marketing data at scale.(credits: Nick Singh)

What's your favorite company blog or source for Data Science case studies?

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