From the course: DJ Patil: Ask Me Anything
Why is apprenticeship important?
From the course: DJ Patil: Ask Me Anything
Why is apprenticeship important?
(quick upbeat music) - [Interviewer] We used to have an apprentice model, right? And then we went to this like very formal - Right. - [Interviewer] Like you're gonna get a degree in this, this, and this and now you talk about the fact that maybe we should move back a little bit toward that apprentice model. - Yeah, so I fundamentally am a product of an apprentice model. When I was an undergrad, I got to apprentice under the phenomenal people who are scientists. When I was a graduate student, I got to apprentice under the people who created an entire of field, or the people that created the set of weather, how to actually model the weather. In industry, I got to apprentice under people like Reid Hoffman (laughs). And all these other luminaries. And in the government, I got to apprentice under President Obama and Secretary of Defense Ash Carter. And I can't imagine how I would learn those things without what they taught me. I also apprenticed around my peer group, the people who are my peers, and who I got to collaborate and share with those ideas. Because we were working together on a problem, it was a we. It wasn't an I, it was a we kind of moment. We collectively learned more effectively and were able to do more together than we would as just individuals tryin' to come up with ideas on our own. - [Interviewer] Do you think that you were able to apprentice because of the field that you chose to study? Do you think that there are other fields that don't necessarily have the privilege of an apprenticeship? Because you know you got to study under all these people who are great mathematicians or physicists, but maybe not everything, have you seen a discrepancy, or disparity, I should say, between fields? - I think it's actually less of a question of fields and a question of how do people perceive their responsibility of growing talent? And the people that I've been fortunate enough around, in the fields I've been around, are ones that strongly believe in growing talent, and have been just dedicated to this idea of you pass on your knowledge by working closely with a person. I've just been so fortunate to be able to have an opportunity to mentor other people who are comin' up the pipe who have done phenomenal work, just done incredible things. So what I think is there is how do we encourage every discipline to ask the question of what does good mentorship look like? What does it look like to actually invest in a person? The same way like Mister Napp was the person who gave me my second chance but allowed me to kinda mentor under him in a way. How do each of us become a Mister Napp for somebody else? And the assignment I would give people out there is write down the five people that if you invested a little bit more time, they would become a force multiplier in their own right. That could by your kids, could be your spouse, could be somebody out there that just needs an extra helping hand. What would it look like to just invest an hour a month, maybe an hour a week, maybe it's that you take 'em on for even a more extensive time measure that you work with 'em one on one. What would that look like to just spend time with them? (quick upbeat 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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