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Data Scientists analyze business data for actionable intelligence. Data scientists mine and analyze data from a range of sources, including customer transactions, click streams, sensors, social media, log files and GPS plots. Their mission is to unlock valuable and predictive insights that will influence business decisions and spur a competitive advantage.
In my experience as a data scientist, thatâs not the case. You donât need to learn a lifetimeâs worth of data-related information and skills as quickly as possible. Instead, learn to read data science job descriptions closely.ou may wonder why a data scientist would need to understand this stuff if there are a bunch of out of the box implementations in sklearn or R. The answer is that at a certain point, it can become worth it for a data science team to build out their own implementations in house.