How is data used in the US?
(upbeat music) - [Interviewer] What do you feel are the biggest kind of uses for big data in the United States that help do good? - Well the first one is in the United States, one of the big lenses that we look through data at right now has purely been corporate, how can data change the trajectory for a company. How can it change the trajectory of revenue, new products those type of things and what we've often failed to look at is well where are the largest repositories of data and how could we use those? And those data sets are the ones that are typically owned by governments, the state government the local county or the Federal government. The part there is if you look at those data sets whether it's weather data, or healthcare data the opportunity to use that data in novel ways is truly transformative. The Centers for Medicare and Medicaid Services for the United States opened up a data set that really people had no idea about. Which is this idea of how are drugs being prescribed? So when that data set was opened we weren't sure what people were able to find, and yet a set of enterprising reporters went through it and discovered that there are certain drugs that were being prescribed at an unbelievable rate compared to others, those drugs were opiods, and that's how people actually found out. That there was this bizarreness of drugs in one county being prescribed at very different rates from another and they were able to put this together and say wait a sec, and visit those places and realize hey there's another problem coming about here, and that it's the opiod epidemic isn't just a bunch of people who are drug abusers using heroin on the street. But it might be a mother who happened to go get a root canal that got too much Vicodin and got addicted, and that we, that we're approaching the problem with a social lens that was incorrect. The same is true with this other incredible data set around traffic fatalities where today unfortunately on our roads in the United States, more than 100 Americans are gonna die, that erases 30 years of safety improvements and we don't fully understand why. You know what people think about obviously right away, is distracted driving that's one element. But we also drive heavier cars, we drive faster, we drive longer distances right now because fuel is cheaper, we have bike lanes, we have more pedestrians in urban areas. So what is it and what are the solutions? We can't just rely on the Federal government to come up with those ideas, but enterprising data scientists could figure out what this is. Traditionally we've called those just economists, because economists come up with the data set and they figure out something unbelievably interesting. The ones that Dr. Black and Dr. Crane showed is the greatest rise in where, how people are dying in the United States are middle age white males from suicide and other issues. So what's going on behind that? How do we do that? How do we look at that? These aren't just questions of economics or health but they're questions of broad how do we look at data to find what those problems are, how do we ask what is exactly the problem and then what are potential solutions? If solutions come from healthcare, social services, other areas, it's unclear but we have to find new approaches and that only happens when we look at these interesting data sets. Not just the data sets on how we can get you to click on an add better. (upbeat music)
内容
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What were you like as a kid?3 分钟 17 秒
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How did your parents influence you?1 分钟 55 秒
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How did you navigate college?4 分钟 7 秒
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What are some fond memories from grad school?2 分钟 45 秒
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How can we foster learning for everyone?5 分钟 9 秒
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What's the importance of learning liberal arts?2 分钟 30 秒
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What advice do you have for job seekers?3 分钟 23 秒
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How did data science come about?4 分钟 8 秒
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What does it take to be a data scientist?4 分钟 1 秒
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Why is apprenticeship important?3 分钟 41 秒
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How can a data scientist influence policy?2 分钟 20 秒
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How can I prepare for data science in college?4 分钟 56 秒
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How can hackathons benefit me?1 分钟 30 秒
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How did you use data in grad school?2 分钟 15 秒
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How is data used in the US?3 分钟 55 秒
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How is data used worldwide?1 分钟 38 秒
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How do you expose holes in cybersecurity?3 分钟 32 秒
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How can we educate people about hacking?2 分钟 30 秒
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What are the real threats to personal data?4 分钟 6 秒
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Should we focus on media headlines?1 分钟 39 秒
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How can we educate people about data use?3 分钟 34 秒
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How can people fight for data privacy?2 分钟 46 秒
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What's the role of the data scientist in 15 years?4 分钟 30 秒
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What are you working on currently?3 分钟 31 秒
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How can we make data secure?3 分钟 26 秒
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How to serve the people with data science?1 分钟 47 秒
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What's the difference between wisdom and experience?1 分钟 54 秒
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How do you advocate for science?2 分钟 3 秒
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What is the role of AI in today's world?2 分钟 54 秒
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What's an example of ethical hacking?2 分钟 9 秒
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How do you bring data science into the workplace?2 分钟 29 秒
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What is the role of AI in human resources and recruiting?3 分钟 3 秒
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What are tools every data scientist should own?2 分钟 44 秒
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Is there a data science code of ethics?4 分钟 6 秒
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What are AI threats in the cybersecurity world?4 分钟 38 秒
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How can data scientists better inform the general public?1 分钟 30 秒
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How can people participate in data science?2 分钟 31 秒
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Why do people fear a machine revolution?2 分钟 18 秒
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How can data inform healthcare?1 分钟 31 秒
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Why should we democratize data?2 分钟 14 秒
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How are you advocating for science?3 分钟 9 秒
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Why is the march for science important?3 分钟 42 秒
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What is AI?1 分钟 37 秒
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What is an example of robust machine learning?4 分钟 31 秒
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What is AI's place in healthcare?3 分钟 29 秒
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How can AI impact clinical trials?3 分钟 22 秒
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How can a data scientist be best leveraged for business?1 分钟 28 秒
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What does a data science team need to thrive?2 分钟 56 秒
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What are the pros and cons with AI in HR roles?3 分钟 27 秒
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What should be in a data scientist's toolbox?3 分钟 23 秒
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What makes up a good data science team?2 分钟 3 秒
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What new projects are you working on?2 分钟 51 秒
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What data science projects are you working on?1 分钟 40 秒
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How can AI and machine learning (ML) help cybersecurity?3 分钟 54 秒
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How can governments fight back against AI attacks?3 分钟 5 秒
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What can the public do to protect against AI attacks?1 分钟 14 秒
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What are neural networks (NN)?2 分钟 8 秒
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What's the difference between ML and NN?1 分钟 42 秒
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Do you have a favorite machine learning technique?1 分钟 7 秒
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How does the Internet of Things work?1 分钟 38 秒
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What is a connected city?3 分钟 3 秒
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What is the fear associated with data?2 分钟 30 秒
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How can we address the fear of machines taking jobs?3 分钟 20 秒
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What about job loss due to AI?1 分钟 43 秒
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What's the reality of bringing back jobs?1 分钟 50 秒
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What is a scientific process for data science?2 分钟 46 秒
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What is your tip for not getting overwhelmed by big data?1 分钟 40 秒
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How do you accept that you're not going to know stuff?2 分钟 38 秒
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What is a dynamic range?2 分钟 1 秒
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When does data leave holes?3 分钟 8 秒
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How important is diversity on a data science team?2 分钟 13 秒
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How does data influence people's emotions?4 分钟 15 秒
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How do you train yourself to be intellectually curious?2 分钟 20 秒
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How do we empower people to foster dialogue?3 分钟 33 秒
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What is your philosophy on leadership?2 分钟 56 秒
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How can a company retain employees?3 分钟 42 秒
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How do you cultivate employee development?3 分钟 18 秒
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How do you identify algorithmic biases?2 分钟 46 秒
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Can you describe the process of ethical testing?2 分钟 46 秒
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How do you feel about machine learning for business decisions?1 分钟 52 秒
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Can you talk about your book?4 分钟 10 秒
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What are possible solutions for displacement?2 分钟 23 秒
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What impact does technology have on the US economy?3 分钟 2 秒
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Can you discuss the future of intelligent things?3 分钟 26 秒
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What are the current issues with data collection?2 分钟 10 秒
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How is technology changing human expectations?1 分钟 7 秒
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Wrapping up1 分钟 5 秒
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