So to be honest, with some time and effort Unicorn if I’m Moody give me foody shirt by Nemoshirt, you could pick an online learning platform or two and get quite far in developing skills #1 and #2 very affordably, if that interests you. And if you’d rather go offline, there are of course bootcamps, college degree and certificate programs, etc.
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What really makes the “unicorn”, though, Unicorn if I’m Moody give me foody shirt by Nemoshirt is skill #3, and that’s the hardest one to talk about because it varies by industry. To be able to offer a ton of value as a data scientist, you need to know the industry you’re working in inside and out. This way, you know what data is out there, you understand the implications (and limitations) of the data you have, and you can connect the abstract numbers you’re working with to real-world business opportunities and provide actionable data-based advice to your bosses in a convincing manner. So how do you develop skill #3? This will depend a lot on the industry/specialization you’ve chosen. But if you work for a sports clothing firm and mostly analyze marketing data, for example, you should be trying to develop marketing industry expertise, and sports clothing industry expertise, so that you have a better and better context for what the numbers you’re working with actually mean.