How can a data scientist influence policy?
(gentle music) - So, to this question of how data scientist, once they're in the room, how they can change things, here's an interesting one that happened in the White House. So, after the officer-involved shootings in Ferguson and in other towns, there was this question of what can the White House do. The salient teams were getting together and talking about this. And we were able to be in the room, and we're able to be in the room because I was the chief data scientist, and so I had a seat at the table. Around that table, you had, these were led by phenomenal people like Valerie Jarrett, and Cecilia Mu?oz, and everyone else, and we start to figure out what could we do. These are great civil rights lawyers, and activist, and all amazing people, and there's sort of like me, the technologist. And people are kinda looking over, "Why is the data scientist here? "Well, at least he's smart, let's see what happens." Fast forward a few months, President Obama had put together this blue ribbon commission of police chief, activist, everyone, to ask what could be done and what would be the recommendations for the nation. And what was powerful about that is the majority of recommendations all involve technology and data. They all had this sort of thread of like body cameras, using data everything. And some of the most durable ideas that came out of our collaboration, it wasn't my idea, it was our collective ideas, because I didn't know many of these aspects of the problems that these people would work on these issues of criminal justice and civil rights had informed me of. But when we did it together, suddenly we got to see this is how this comes together. But that wouldn't have happen if we hadn't been in the room together, they hadn't been willing to let me in the room. I was willing to spend the time really listening to understand what the problem was. (gentle music)
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
-