What's the difference between wisdom and experience?
(upbeat music) - In this case of data and technology, one of the things I think that's really important is to separate the idea of experience and wisdom. Experience is what we go through and we gather. Wisdom is what happens when we reflect on the experience. So in that way a person who's a data scientist has developed a tremendous amount of wisdom by working with messy datasets and other things. That continues to add value, because you have developed the wisdom on top of that experience. There's that old joke of the person who you call in to fix a machine and they come in and they kick it in one spot and thy give you this huge bill, and they're like why is the bill so high and you're just like because he knew where to kick it. That adage is still true and so how do people leverage as technology increases but build up that wisdom? And we have a big conversation that needs to be had in this country around job displacement, especially as we start seeing the increasing revolution that's about to take place around automation and AI. Even as the world of automation takes off, there's an incredible wisdom in the person who knows how to do deep level machining. There's an art that's in there that a machine cannot replace at this time. People talk about AI and replacing the doctor, there's a deep insight that physicians have that is humanity, that is care, and that's not something that just gets taken way just because we have new, great, profound algorithms. (upbeat music)
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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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