Don’t be a data science generalist, yet

Pick a specialization and double down

Every now and then I’ll see a “Data Scientist roadmap” that is jam-packed with what seems like every data tool and ML concept under the sun. Though these are useful to get a high-level view of the ecosystem, I think they are often counter productive. It can lead beginners to think they have to learn everything before they will be hire-able — every algorithm, every tool, every machine …

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