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

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" 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. "

" 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. "

" People share things that make them look good. "

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

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

" 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. "

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

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

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

Entrepreneurship

" 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 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. "

" 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. "

" 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. "

" 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. "

" 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. "

" 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. "

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

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

" Data is a tool for enhancing intuition. "

" 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. "

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

" 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. "

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

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

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

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

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

" 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. "