How are you advocating for science?
(upbeat music) - [Interviewer] As someone who has political say in the White House, what are some things that are going on in your world, where you're advocating for science? And I don't mean just data science. I mean science and math and general. - Thanks to President Obama, really, science got returned to it's rightful place. At that, leading and driving the country forward. That's something that we had a challenge of during the Bush administration. And historically, if we look at the unbelievable innovations that have powered the United State forward, and, is the envy of almost every other country, is the fact that we invest so aggressively in science. We aggressively invest in the people who produce good science. The United States is the only country that has been able to have an object that has been created, from the, from earth, visit every planet. It's the only country. Nobody's even close. We've been to Pluto, we've been to Saturn, we've been, you name it, all of them. What does that look like, if we don't do that? You know, right now, there's a race. There's a race for the next generation of pharmaceuticals. There's a race, for how to leverage machine learning, AI, and data, in new ways. There's a race for innovation around electric vehicles. There's a race to go to space. And, who's going to lead that? Is it the United States? Is it China? Is it the European Union? I think one of the challenges is, we've gotten complacent as a country. We've been riding the wave, of so many greats that have done this. We have, as a society, invested massively in this. And, the returns are disproportionate. If you look at how many dollars were invested in sequencing DNA of a human, the first, in the projects that Francis Collins led, and you look at the return on that investment, it's a no brainer. So, that's why President Obama created so many programs, like the Brain Initiative, to understand the brain, Precision Medicine, to develop tailored genomic treatments, the Cancer Moonshot. But, so many others, and manufacturing, and, other ideas around science. That those profound ideas, and we think, "Ah, that's just some esoteric science-ing, "that's unnoted," and think, those things come back. And, when they come back, they add ridiculous benefits. Nanotechnology and all of those things. And so, we have to continue to push to do that. Because, if we don't, we don't get the innovation. Somebody may else get the innovation that we may be jealous of at some point. But, we should really take that very aggressively. We have the crown jewels right now. We should not give them up.
内容
-
-
-
What were you like as a kid?3 分钟 17 秒
-
How did your parents influence you?1 分钟 55 秒
-
How did you navigate college?4 分钟 7 秒
-
What are some fond memories from grad school?2 分钟 45 秒
-
How can we foster learning for everyone?5 分钟 9 秒
-
What's the importance of learning liberal arts?2 分钟 30 秒
-
What advice do you have for job seekers?3 分钟 23 秒
-
How did data science come about?4 分钟 8 秒
-
What does it take to be a data scientist?4 分钟 1 秒
-
Why is apprenticeship important?3 分钟 41 秒
-
How can a data scientist influence policy?2 分钟 20 秒
-
How can I prepare for data science in college?4 分钟 56 秒
-
How can hackathons benefit me?1 分钟 30 秒
-
How did you use data in grad school?2 分钟 15 秒
-
How is data used in the US?3 分钟 55 秒
-
How is data used worldwide?1 分钟 38 秒
-
How do you expose holes in cybersecurity?3 分钟 32 秒
-
How can we educate people about hacking?2 分钟 30 秒
-
What are the real threats to personal data?4 分钟 6 秒
-
Should we focus on media headlines?1 分钟 39 秒
-
How can we educate people about data use?3 分钟 34 秒
-
How can people fight for data privacy?2 分钟 46 秒
-
What's the role of the data scientist in 15 years?4 分钟 30 秒
-
What are you working on currently?3 分钟 31 秒
-
How can we make data secure?3 分钟 26 秒
-
How to serve the people with data science?1 分钟 47 秒
-
What's the difference between wisdom and experience?1 分钟 54 秒
-
How do you advocate for science?2 分钟 3 秒
-
What is the role of AI in today's world?2 分钟 54 秒
-
What's an example of ethical hacking?2 分钟 9 秒
-
How do you bring data science into the workplace?2 分钟 29 秒
-
What is the role of AI in human resources and recruiting?3 分钟 3 秒
-
What are tools every data scientist should own?2 分钟 44 秒
-
Is there a data science code of ethics?4 分钟 6 秒
-
What are AI threats in the cybersecurity world?4 分钟 38 秒
-
How can data scientists better inform the general public?1 分钟 30 秒
-
How can people participate in data science?2 分钟 31 秒
-
Why do people fear a machine revolution?2 分钟 18 秒
-
How can data inform healthcare?1 分钟 31 秒
-
Why should we democratize data?2 分钟 14 秒
-
How are you advocating for science?3 分钟 9 秒
-
Why is the march for science important?3 分钟 42 秒
-
What is AI?1 分钟 37 秒
-
What is an example of robust machine learning?4 分钟 31 秒
-
What is AI's place in healthcare?3 分钟 29 秒
-
How can AI impact clinical trials?3 分钟 22 秒
-
How can a data scientist be best leveraged for business?1 分钟 28 秒
-
What does a data science team need to thrive?2 分钟 56 秒
-
What are the pros and cons with AI in HR roles?3 分钟 27 秒
-
What should be in a data scientist's toolbox?3 分钟 23 秒
-
What makes up a good data science team?2 分钟 3 秒
-
What new projects are you working on?2 分钟 51 秒
-
What data science projects are you working on?1 分钟 40 秒
-
How can AI and machine learning (ML) help cybersecurity?3 分钟 54 秒
-
How can governments fight back against AI attacks?3 分钟 5 秒
-
What can the public do to protect against AI attacks?1 分钟 14 秒
-
What are neural networks (NN)?2 分钟 8 秒
-
What's the difference between ML and NN?1 分钟 42 秒
-
Do you have a favorite machine learning technique?1 分钟 7 秒
-
How does the Internet of Things work?1 分钟 38 秒
-
What is a connected city?3 分钟 3 秒
-
What is the fear associated with data?2 分钟 30 秒
-
How can we address the fear of machines taking jobs?3 分钟 20 秒
-
What about job loss due to AI?1 分钟 43 秒
-
What's the reality of bringing back jobs?1 分钟 50 秒
-
What is a scientific process for data science?2 分钟 46 秒
-
What is your tip for not getting overwhelmed by big data?1 分钟 40 秒
-
How do you accept that you're not going to know stuff?2 分钟 38 秒
-
What is a dynamic range?2 分钟 1 秒
-
When does data leave holes?3 分钟 8 秒
-
How important is diversity on a data science team?2 分钟 13 秒
-
How does data influence people's emotions?4 分钟 15 秒
-
How do you train yourself to be intellectually curious?2 分钟 20 秒
-
How do we empower people to foster dialogue?3 分钟 33 秒
-
What is your philosophy on leadership?2 分钟 56 秒
-
How can a company retain employees?3 分钟 42 秒
-
How do you cultivate employee development?3 分钟 18 秒
-
How do you identify algorithmic biases?2 分钟 46 秒
-
Can you describe the process of ethical testing?2 分钟 46 秒
-
How do you feel about machine learning for business decisions?1 分钟 52 秒
-
Can you talk about your book?4 分钟 10 秒
-
What are possible solutions for displacement?2 分钟 23 秒
-
What impact does technology have on the US economy?3 分钟 2 秒
-
Can you discuss the future of intelligent things?3 分钟 26 秒
-
What are the current issues with data collection?2 分钟 10 秒
-
How is technology changing human expectations?1 分钟 7 秒
-
Wrapping up1 分钟 5 秒
-