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

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" It's rare that you can solve a technology problem with more technology. "

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

" 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. "

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

" 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. "

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

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

" 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. "

" 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. "

" In some ways, chocolate chip cookie recipes are my favorite algorithms. You put a bunch of bad-for-you stuff in a bowl and get a delicious result. "

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

" Data is a tool for enhancing intuition. "

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

" 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. "

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

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

" 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. "

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

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

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

" Data science is the combination of analytics and the development of new algorithms. "

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

" 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. "

" 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. "

" After graduate school, I joined Johnson & Wales University in Rhode Island as an assistant professor, but I continued to program in addition to teaching and working on research. I built a program that crawled job boards to determine which skills employers value, which helped Johnson & Wales explore ways to improve its curriculum. "

" 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. "

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

Entrepreneurship

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

" 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. "