From the course: DJ Patil: Ask Me Anything
What is a connected city?
(inspiring uplifting music) - One of the great ways of things we're seeing is what's referred to as connected cities now. And the cities that are fully wired, and just can example of this is, well if the city is fully-wired and it has all these sprinklers and everything else, why don't they shut off when it's raining? The same way maybe you should shut off your sprinklers at home if you have a local detector for your house. Maybe you don't want the city to necessarily shut it off. But similarly also, how does a city detect when traffic is too high, and being able to use that information to improve the quality of roads, or saying hey, you know what? Here's a new place where we may want to invest in a certain way, because lots of people look like they want to walk here, well let's make sure it's good. And there is also this other side where there are concerns where people are starting to talk about these ideas of what are often referred to as predictive policing, and how do they use information from these systems to improve that ability of police? And there's a natural question in there, is the data that's being used, that data that currently exists, which is racially biased because of tactics that have been used in how we actually deploy, particularly to minority communities. So how do we take that into account as we build these systems? But the opportunity for energy savings, the opportunity to get better services is unbelievable when we are actually able to deploy it using these techniques and algorithms. - [Man] So, I'm asking for a bold prediction here. Do you think there's going to be a time in which all cities, or a majority of cities in the US are these connected cities? - Yes, I am actually very comfortable saying that the cities in the future are connected. And here's an easy example of this. When you go to take a train now, or a bus, you expect to be able to say, hey, the bus is just two minutes away. You don't actually have to keep saying, well am I late, or did the bus already pass, those things. You just know, 'cause you know exactly where the bus is. And it improves ridership, it improves people's quality of service on there. You know how many seats there are. When you go to a parking garage now, you can see how many parking spots are in there. There's parking lots where they tell you, hey, there's only five spots available, or this is full. Or there's hey, level, go to level four, there's lots of open spots. That's actually happening now. And so, more of that as that starts to take place is going to change how we think about the quality of life on not the crazy bold problems that are out there, but many of the things that we take for granted and probably should take for granted because technology could make that that much easier for us. (inspiring uplifting 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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