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

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" 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. "

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

" 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. "

" Often, people think that individual data is the most valuable thing they can collect. But it's not useful to know what I am doing or where I am, unless you're particularly interested in me, which is weird. But it is very useful to know what a population of people are doing. "

" 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. "

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

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

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

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

" 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. "

" 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. "

" 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. "

" Don't be afraid to push your company in the direction you think is right - you'll either be fired or promoted, and either outcome will end up just fine. "

" 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. "

" 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. "

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

Entrepreneurship

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

" 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. "

" 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'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. "

" 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. "

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

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

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

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

" Creating things that people want to tie into their identity is the best way to make them spread. "