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" It's easy to find people who can make pretty pictures, and it's easy to find people who can do math. But it's difficult to find people who can do both. "

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" I think of 'data science' as a flag that was planted at the intersection of several different disciplines that have not always existed in the same place. Statistics, computer science, domain expertise, and what I usually call 'hacking,' though I don't mean the 'evil' kind of hacking. "

" A good scientist can understand the current state of a field, pick interesting questions where a success will actually lead to useful new knowledge, and push that field further through their work. "

" I wish I'd known more about how to build a startup when I was younger. "

" I'm a huge fan of the liberal arts approach of teaching you to think, analyze, and communicate, then sending you out into the world to cause trouble. "

" Value experiences by how much you're learning, and if you're aren't learning, move on. "

" Science is the practice of failing repeatedly but learning as you go. "

" I think we need more ambition about using our data to make our lives better. "

" It's really fun and challenging to build things that have never been built before. "

" I grew up as a computer scientist, and I've always been fascinated by algorithms. "

" My job is to analyze our data set to understand it and build products on it. I look at raw data, do the math to clean it up, and build systems to make it easy to understand. "

" The core advantage of data is that it tells you something about the world that you didn't know before. "

" Teaching someone to program is like giving them a superpower. "

" Companies that rely on licensing a proprietary dataset should expect to be outpaced by competitors using modern data collection techniques and more frequent updates and greater accuracy. "

" I don't actually, as a general policy, block any sort of cookies. I keep them all turned on, and that's because I'm willing to make the tradeoff that I let companies gather this information about me in return for a better experience. "

" My Grinnell education didn't prepare me directly for the work that I'm doing, but it did give me the tools that I needed to focus my curiosity. "

" Deep learning allows you to create predictive models at a level of quality and sophistication that was previously out of reach. And so deep learning also enhances the product function of data science because it can generate new product opportunities. "

" Data is a tool for enhancing intuition. "

" I'm very lucky to work at bitly, with a data set that allows us to explore human social behavior at the scale of human social behavior. "

" Don't take advice you see on the Internet too seriously! "

" Cool innovation might happen in startups, but they often lack the resources or the deep expertise in the problems they want to address. "

" I decided that since I was trying to teach 'style' of thinking in science and engineering, and 'style' is an art, I should therefore copy the methods of teaching used for the other arts - once the fundamentals have been learned. "

" It's a huge competitive advantage to see in real time what's happening with your data. "

" People share things that make them look good. "

" I joined bit.ly as chief scientist in October of 2009. The company is a URL-shortener and content-sharing platform; we provide tools for people to share and track links on the Internet. "

" You really need to have a lot of empathy for the work you're doing and the people who you're ultimately trying to help, whether that's a business colleague, a boss, or, ultimately, the user of the software you're building. "

" It turns out it's important to build a product and not just a bunch of data models. "

" Data science requires having that cultural space to experiment and work on things that might fail. "

" When you start at Bitly, you go through this emotional cycle, where first you go, 'Oh my God, this data is amazing.' But then you start looking at it, and you conclude that humanity is completely doomed. Because what people read is cats and Bieber and celebrity gossip and that stuff. "

" I think e-mail should be sorted by importance, not by time. "

" As your competitors learn more, you'll need to learn, too. "