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

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" People share things that make them look good. "

" 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 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. "

" 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. "

" The job of the data scientist is to ask the right questions. "

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

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

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

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

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

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

" Nobody really cares about short links, but people do care about saving and sharing content. "

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

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

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

" 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. "

" 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. "

" 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. "

" 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. "

" 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. "

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

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

" 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. "

" 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. "

" 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. "

" Data is a tool for enhancing intuition. "

" 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. "

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