Looking to become a data scientist?
Always remember this: data science isn't just about the math. It's about solving problems.
And the most difficult (and valuable) data science problems involve INTEGRATION.
The big wins with data science are not using machine learning to solve already-tractable problems in a more automated way (that’s nice, but not revolutionary).
The big wins come from integrating data science with the rest of the business. They come from taking many different data sources across many parts of your customer’s journey (or business process) and optimizing across the entire experience.
It means going outside the 4 walls that define a customer and understanding their life - understanding their human journey - and helping to improve it.
That is where we see the big wins.
So when you think about data science, think about *integration* and you'll be a lot more successful.
#datascience #machinelearning #innovation #integration
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN
Always remember this: data science isn't just about the math. It's about solving problems.
And the most difficult (and valuable) data science problems involve INTEGRATION.
The big wins with data science are not using machine learning to solve already-tractable problems in a more automated way (that’s nice, but not revolutionary).
The big wins come from integrating data science with the rest of the business. They come from taking many different data sources across many parts of your customer’s journey (or business process) and optimizing across the entire experience.
It means going outside the 4 walls that define a customer and understanding their life - understanding their human journey - and helping to improve it.
That is where we see the big wins.
So when you think about data science, think about *integration* and you'll be a lot more successful.
#datascience #machinelearning #innovation #integration
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN