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Data science is a very broad subject you will never know everything. It is very easy to get lost learning the theory behind every model or all of the maths you might use upfront. Technical skills are not the only thing that matter for a data scientist. Data science can be hard you may have to explain a model to a non-technical colleague, convince a board to invest in a project, spend a lot of time cleaning data before getting to build an actual model.
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