From the course: DJ Patil: Ask Me Anything
How does data influence people's emotions?
From the course: DJ Patil: Ask Me Anything
How does data influence people's emotions?
(upbeat music) - [Interviewer] DJ, talk to me about how data influences people's emotions? - Well, this is actually one of the most frustrating things of our times is we have this ability to really weaponize data. It's a politicization of data. It's like your fact and sound byte versus mine without a real discussion of the data. You know, it's almost like if there was a news segment that was there. It was like, "Look, let's just break "this statement that was made around "this data into," like, trying to really understand what's behind it. And you realize that there's actually a lot more complexity. So let's just look at three very simple problems that are right now, that are mind-numbingly painful from looking really at the data. First one, climate change. We know that there's a whole incredible body of literature out there that supports that climate change is happening and it's happening at an increased rate. And there's going to be profound changes. Now, what are those actual changes of climate variability? We don't actually know fully. We have a good sense of what they're going to lead to but there's a lot of stuff that's still out there. But yet we can't even have a discussion about it. We just have to have a discussion that says, "Nope, we can't study that." That's one side. Another one, gun violence. We refuse to even collect data about gun deaths. In fact, the current US Congress prevents the study of gun violence. So we can't even collect data, have a discussion. So therefore we can only hurl my political perspective against your political perspective and we may have some data that is not really well-studied or grounded fact versus actually, "Let's have a dialogue actually about really "how we could collect data, how we could actually "understand it, and how lives could be saved." And part of that is saved while preserving the rights that are enshrined in the Constitution. So that's a perfectly reasonable debate that America needs to have. One of the great challenges right now is the conversation about immunizations. So what's going on right now? We have had this conversation in a country where people, a certain small set of people have said, "It is really bad to vaccinate "your kids because of a potential link "to some other type of issue," predominantly autism. There have been study after study after study after study that has looked to investigate are there any issues? And what's happened as a result is all these things have been reproducibly checked. There is no link, yet parents don't want to vaccinate their kids. So what are the implications? You know, we often think of these people who aren't vaccinating the kids. We're like, "Oh, they're just uneducated people," or, "Oh, they must be just very religious." And we kind of have this mental model. That's a disservice to people of all different classes, but it also turns out that some of the population that doesn't want to vaccinate their kids are some of the most well-informed and educated people in the United States just across from where we are right now. Right across the bay, across Golden Gate Bridge, is a town called Marin. Marin has one of the lowest vaccination rates. If you look at the kids that are in the school it's got such a low vaccination rate that if there's an outbreak of measles, and just based on what we know about measles and the number of kids that typically die in an outbreak of measles, there'll be a non-small number of kids who will die of measles. That's why we invented the measle vaccination efforts. That's why this country did it. The same thing we're starting to see around other areas around smallpox or other diseases, we have gotten ourselves into this place where we're refusing to even have the real acceptance of data despite what it shows as potential massive implications to society when we go against that data. (dramatic music)
Contents
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What were you like as a kid?3m 17s
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How did your parents influence you?1m 55s
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How did you navigate college?4m 7s
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What are some fond memories from grad school?2m 45s
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How can we foster learning for everyone?5m 9s
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What's the importance of learning liberal arts?2m 30s
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What advice do you have for job seekers?3m 23s
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How did data science come about?4m 8s
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What does it take to be a data scientist?4m 1s
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Why is apprenticeship important?3m 41s
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How can a data scientist influence policy?2m 20s
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How can I prepare for data science in college?4m 56s
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How can hackathons benefit me?1m 30s
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How did you use data in grad school?2m 15s
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How is data used in the US?3m 55s
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How is data used worldwide?1m 38s
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How do you expose holes in cybersecurity?3m 32s
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How can we educate people about hacking?2m 30s
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What are the real threats to personal data?4m 6s
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Should we focus on media headlines?1m 39s
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How can we educate people about data use?3m 34s
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How can people fight for data privacy?2m 46s
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What's the role of the data scientist in 15 years?4m 30s
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What are you working on currently?3m 31s
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How can we make data secure?3m 26s
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How to serve the people with data science?1m 47s
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What's the difference between wisdom and experience?1m 54s
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How do you advocate for science?2m 3s
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What is the role of AI in today's world?2m 54s
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What's an example of ethical hacking?2m 9s
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How do you bring data science into the workplace?2m 29s
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What is the role of AI in human resources and recruiting?3m 3s
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What are tools every data scientist should own?2m 44s
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Is there a data science code of ethics?4m 6s
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What are AI threats in the cybersecurity world?4m 38s
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How can data scientists better inform the general public?1m 30s
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How can people participate in data science?2m 31s
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Why do people fear a machine revolution?2m 18s
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How can data inform healthcare?1m 31s
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Why should we democratize data?2m 14s
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How are you advocating for science?3m 9s
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Why is the march for science important?3m 42s
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What is AI?1m 37s
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What is an example of robust machine learning?4m 31s
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What is AI's place in healthcare?3m 29s
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How can AI impact clinical trials?3m 22s
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How can a data scientist be best leveraged for business?1m 28s
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What does a data science team need to thrive?2m 56s
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What are the pros and cons with AI in HR roles?3m 27s
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What should be in a data scientist's toolbox?3m 23s
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What makes up a good data science team?2m 3s
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What new projects are you working on?2m 51s
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What data science projects are you working on?1m 40s
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How can AI and machine learning (ML) help cybersecurity?3m 54s
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How can governments fight back against AI attacks?3m 5s
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What can the public do to protect against AI attacks?1m 14s
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What are neural networks (NN)?2m 8s
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What's the difference between ML and NN?1m 42s
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Do you have a favorite machine learning technique?1m 7s
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How does the Internet of Things work?1m 38s
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What is a connected city?3m 3s
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What is the fear associated with data?2m 30s
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How can we address the fear of machines taking jobs?3m 20s
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What about job loss due to AI?1m 43s
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What's the reality of bringing back jobs?1m 50s
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What is a scientific process for data science?2m 46s
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What is your tip for not getting overwhelmed by big data?1m 40s
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How do you accept that you're not going to know stuff?2m 38s
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What is a dynamic range?2m 1s
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When does data leave holes?3m 8s
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How important is diversity on a data science team?2m 13s
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How does data influence people's emotions?4m 15s
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How do you train yourself to be intellectually curious?2m 20s
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How do we empower people to foster dialogue?3m 33s
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What is your philosophy on leadership?2m 56s
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How can a company retain employees?3m 42s
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How do you cultivate employee development?3m 18s
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How do you identify algorithmic biases?2m 46s
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Can you describe the process of ethical testing?2m 46s
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How do you feel about machine learning for business decisions?1m 52s
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Can you talk about your book?4m 10s
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What are possible solutions for displacement?2m 23s
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What impact does technology have on the US economy?3m 2s
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Can you discuss the future of intelligent things?3m 26s
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What are the current issues with data collection?2m 10s
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How is technology changing human expectations?1m 7s
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Wrapping up1m 5s
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