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" In tech entrepreneurship, even a lot of hack events tend to be overly commercial in that they're designed to produce companies. "
Hilary Mason
Events
Commercial
Entrepreneurship
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" People share things that make them look good. "
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" 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. "
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" 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. "
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" Nobody really cares about short links, but people do care about saving and sharing content. "
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" Data science is the combination of analytics and the development of new algorithms. "
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" 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. "
Hilary Mason
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" 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. "
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" The core advantage of data is that it tells you something about the world that you didn't know before. "
Hilary Mason
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" It's rare that you can solve a technology problem with more technology. "
Hilary Mason
Technology
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" I wish I'd known more about how to build a startup when I was younger. "
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" Technology is giving companies superpowers to compete more intelligently and capture the data behind changing trends, expanding markets, and new opportunities. "
Hilary Mason
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" 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. "
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" It's really fun and challenging to build things that have never been built before. "
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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. "
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" I grew up as a computer scientist, and I've always been fascinated by algorithms. "
Hilary Mason
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" Science is the practice of failing repeatedly but learning as you go. "
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" 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. "
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Flag
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" 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. "
Hilary Mason
Weird
Know
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" 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. "
Hilary Mason
Experience
Better
Me
" 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. "
Hilary Mason
Business
People
Boss
" Creating things that people want to tie into their identity is the best way to make them spread. "
Hilary Mason
Best
Creating
Identity
" 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. "
Hilary Mason
Data
Job
Look
" The job of the data scientist is to ask the right questions. "
Hilary Mason
Right
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" 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. "
Hilary Mason
Style
Art
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" To gain the competitive edge, companies must master the ability to innovate. "
Hilary Mason
Gain
Master
Edge
" It's a huge competitive advantage to see in real time what's happening with your data. "
Hilary Mason
Your
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Time
" Value experiences by how much you're learning, and if you're aren't learning, move on. "
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" I think e-mail should be sorted by importance, not by time. "
Hilary Mason
Should
Importance
Think
" I believe there are a lot of inefficiencies in the way technical innovation happens. "
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" As your competitors learn more, you'll need to learn, too. "
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