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

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

" If you find something obscure fascinating, learn as much about it as you can, because there's a good chance it won't be obscure for long. "

" In tech entrepreneurship, even a lot of hack events tend to be overly commercial in that they're designed to produce companies. "

Entrepreneurship

" 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. "

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

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

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

" Even smaller companies are putting resources behind their analytics teams in the same way they put resources behind engineering and product teams. There are some great tools out there that allow even tiny businesses to use data effectively. "

" 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 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. "

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

" The sender and subject line are actually the most important parts of an e-mail because people tend to put more important information in the subject. "

" 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. "

" To gain the competitive edge, companies must master the ability to innovate. "

" I believe there are a lot of inefficiencies in the way technical innovation happens. "

" People share things that make them look good. "

" 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. "

" 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. "

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

" A lot of people seem to think that data science is just a process of adding up a bunch of data and looking at the results, but that's actually not at all what the process is. "

" 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. "

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

" Technology is giving companies superpowers to compete more intelligently and capture the data behind changing trends, expanding markets, and new opportunities. "

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

" I hope that, in the future, data is used to empower people and not just for marketing purposes. "

" Everyone likes taking their own photos and seeing themselves reflected back. "

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

" I'm really curious about people - what their desires and interests are - and bit.ly's data tell me that. It gives me an unprecedented window into human communication and behavior. "

" 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. "

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