7459 quotes by scientists for you to enjoy

If you want to publish data, you should do it to share knowledge. Andrew Ng

Knowledge You Publish Data Share Want Should

Even companies like Baidu and Google, which have amazing AI teams, cannot do all the work needed to get us to an AI-powered society. I thought the best way to get us there would be creating courses to welcome more people to deep learning. Andrew Ng

Work Best Welcome Learning People Amazing AI Thought Google Society Way Would Would-Be Best Way More More People Like Courses Get Cannot Which Us Creating Companies Deep Teams Even Needed

Speech recognition today doesn't really work in noisy environments. Andrew Ng

Work Today Recognition Environments Noisy Really Speech

Animals see a video of the world. If an animal were only to see still images, how would its vision develop? Neuroscientists have run experiments in cats in a dark environment with a strobe so it can only see still images - and those cats' visual systems actually underdevelop. So motion is important, but what is the algorithm? Andrew Ng

Animal Cats World Vision Dark Animals Important Algorithm Those Systems Run Visual Would See Only Develop Environment How Motion Still Were Experiments Video Actually Images

No university is the best place to execute every mission and no one company the best place to execute every mission. Andrew Ng

Best Every No-One Mission Execute Place Company University

I believe that the ability to innovate and to be creative are teachable processes. There are ways by which people can systematically innovate or systematically become creative. Andrew Ng

Creative People Become Believe Innovate Ways Systematically Ability Which Processes

Google Brain, which I led, was arguably the single biggest force for turning Google into a great A.I. company. I'm pretty sure I led the team that transformed Baidu as well. So one thing that really excites me is the potential for other companies to become great A.I. companies. Andrew Ng

Great Me Google Single Become Other One Thing Pretty Potential Arguably Excites Well Force Sure Brain Led Biggest Which Transformed Turning Really Team Companies Company Thing

There are two companies that the AI Fund has invested in - Woebot and Landing AI - and the AI Fund has a number of internal teams working on new projects. We usually bring in people as employees, work with them to turn ideas into startups, then have the entrepreneurs go into the startup as founders. Andrew Ng

Work People AI Employees Startup Startups Projects Entrepreneurs Invested New Ideas Go New Projects Them Turn Landing Then Working Internal Companies Teams Fund Founders Bring Number Two

I just thought making machines intelligent was the coolest thing you could do. I had a summer internship in AI in high school, writing neural networks at National University of Singapore - early versions of deep learning algorithms. I thought it was amazing you could write software that would learn by itself and make predictions. Andrew Ng

You Learning Writing School Amazing AI Thought National Software Summer Machines High Would High School Networks Neural Could Write Had Singapore Make Learn Making Versions Itself Intelligent Just Predictions Deep Coolest Coolest Thing Thing Early University

The big AI dreams of making machines that could someday evolve to do intelligent things like humans could - I was turned off by that. I didn't really think that was feasible when I first joined Stanford. Andrew Ng

Baidu Research has three labs - two in Beijing that are already largely built up, and the Silicon Valley one is being built from scratch. We're hiring pretty rapidly, about one person a week, but we are about a month in, so honestly, we haven't done that much work yet. Andrew Ng

Work Three Research Honestly Valley Month Rapidly Silicon Silicon Valley Pretty About Week Built Hiring Up Person Labs Done Scratch Beijing Being Much Largely Two

The thing that really excites me today is building a new AI-powered society. Andrew Ng

Today Me Building Society Excites New Really Thing

Job displacement is so huge, I'm tempted to not talk about anything other than that. Andrew Ng

Job Other About Tempted Talk Huge Than Anything Displacement

Most of the value of deep learning today is in narrow domains where you can get a lot of data. Here's one example of something it cannot do: have a meaningful conversation. Andrew Ng

Today You Conversation Learning Value Example Something Data Most Narrow Domains Lot Get Where Cannot Meaningful Deep Here

The two things I'm most excited about are self-driving cars and speech. Speech doesn't sound like that much, but it's one of those technologies with the potential to change everything. Steve Jobs didn't invent the touch screen. He just made it work very well, and that's changed everything. Andrew Ng

Work Change Car Made Invent Changed Everything Those Jobs About Touch Potential He Excited Like Most Steve Steve Jobs Well Sound Very Just Screen Much Things Technologies Two Speech

We're doing a lot of work on self-driving cars. We do not currently have cars in the U.S., but we plan to, for development and testing. I think we are within striking distance of making self-driving cars a reality, and these would be powered by deep learning. Andrew Ng

Work Learning Reality Car Think Distance Striking Would Would-Be Development Powered Within Making Doing Testing Lot Currently Plan Deep

Deep learning is a very capital-intensive area, and it's rare to find a company with both the necessary resources and a company structure where things can get done without having to pass through too many channels and committee meetings. Andrew Ng

Learning Rare Too Channels Meetings Resources Find Structure Having Both Area Through Without Pass Very Get Committee Done Where Deep Many Company Things Necessary

In healthcare, we are beginning to see that AI can read the radiology images better than most radiologists. In education, we have a lot of data, and companies like Coursera are putting up a lot of content online. Andrew Ng

Education Better AI Beginning See Data Online Putting Like Most Read Content Healthcare Lot Up Than Companies Images

Silicon Valley and Beijing are the leading hubs of AI, followed by the U.K. and Canada. I am seeing a lot of excitement in India, going by the number of people who are taking Coursera courses on AI. Andrew Ng

People AI Valley India Silicon Seeing Silicon Valley Followed Excitement Taking Leading Courses Am Lot Canada Going Beijing Who Number

With human inspectors, it's difficult to get even the same person to make consistent judgments. Andrew Ng

Difficult Consistent Make Judgments Person Get Same Human Even

There are some outcomes in finance we don't want, and government should regulate that. Andrew Ng

Finance Government Outcomes Some Want Should Regulate

I am always mission driven, and I always ask myself what I want to be working on, what project excites me the most. I figure that out and then find the best place to do that work. Andrew Ng

Work Best Myself Me Project Out Find Driven Excites Mission Most Always Am Want Place Ask Then Working Figure

There are so many problems in the world worth working on and so many discoveries to make, you have to make a choice. My preference is to focus my efforts on solving problems that will help people. Andrew Ng

You People World Worth Problems Will Focus Solving Make Discoveries Efforts Preference Choice Working Help Help People Many

Quotes by Scientists