From the course: DJ Patil: Ask Me Anything
What is the role of AI in human resources and recruiting?
From the course: DJ Patil: Ask Me Anything
What is the role of AI in human resources and recruiting?
(upbeat music) - [Interviewer] Coin the term data science, data scientist hasn't been around that long. How do we know that it's just not going to go away in the future? - We don't. But here's the astonishing thing, Here's what we know for fact, the ability to use data to disproportionally provide value add is just growing and every year we have just seen it just improve and improve and improve and this has been a trend that has been going on for decades. You know, from the Ford Assembly Plant days, to people starting to talk about the idea of Six Sigma and how do we get improved efficiencies to the world of linear programing which companies that do logistics like Fed-Ex, and DHL and UPS are built on to then moving into the world of starting to use more sophisticated techniques, like around machine learning and other things, this is just progressing. The field of AI has been around since the seventies and has gone through multiple waves and now is catching stride but all of this is leveraging data and now as we have increased amounts of censors, computational ability, that's only going to continue. I have been incredibly surprised at the speed and growth of how data science has taken off and the demand by students to say they want to be in data science is blown me away. I'm so incredibly impressed. But what I think fundamentally though at this overall is we're just seeing how people want to use data in more and more unique ways and every time someone tells me about, like oh, we're using data in this novel way for this type of problem or that problem I think I would have never thought about that, I never would have imagined we could use data to have such an impact on the criminal justice system or in the case of Crisis Text Line, which is a service where you can text in for mental health issues. If you text in and you use a word, "Tylenol" "aspirin" or "Advil" we know that you're four to sixteen times more likely to be in the act of committing suicide, because you can use all the broad set of data that's out there, collect it together, and start looking for patterns. That's a place nobody had thought to look for or the opioids crisis or pick all these other things. I think we are just at the beginning of scratching the surface of seeing where it is. Maybe it won't be always called data scientist. Maybe they'll be different versions of it but what I think is changing fundamentally is that we're asking ourselves what does it mean to use data in novel ways to add value.
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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