Want to train a machine translation system? Train it on a gazillion pairs of sentences of parallel corpora, and that creates a lot of breakthrough results. Increasingly, I'm seeing results on small data where you want to try to take in results even if you have 1,000 images.

Andrew Ng

Categorized in : You Try Small Want

No one knows what the right algorithm is, but it gives us hope that if we can discover some crude approximation of whatever this algorithm is and implement it on a computer, that can help us make a lot of progress.

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Imagine if your success in life is determined only by your guts, your hard work, and your willpower, and not by the wealth of your parents. I think it'll be a much more interesting world. I think this could change the way the planet is run.

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If you show a poetry professor your shiny new multiple choice teaching technology, he will invite you to exit his office.

multiple-choice technology teaching

Deep-learning will transform every single industry. Healthcare and transportation will be transformed by deep-learning. I want to live in an AI-powered society. When anyone goes to see a doctor, I want AI to help that doctor provide higher quality and lower cost medical service. I want every five-year-old to have a personalised tutor.

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If we can make computers more intelligent - and I want to be careful of AI hype - and understand the world and the environment better, it can make life so much better for many of us. Just as the Industrial Revolution freed up a lot of humanity from physical drudgery I think AI has the potential to free up humanity from a lot of the mental drudgery.

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We can build a much brighter future where humans are relieved of... by Andrew Ng

We can build a much brighter future where humans are relieved of menial work using AI capabilities.

ai build future work

It is difficult to think of a major industry that AI will not transform. This includes healthcare, education, transportation, retail, communications, and agriculture. There are surprisingly clear paths for AI to make a big difference in all of these industries.

ai think agriculture education

Education is not about thinning the herd. Education is about help... by Andrew Ng

Education is not about thinning the herd. Education is about helping every student succeed.

student about succeed education

AI is creating tremendous economic value today. by Andrew Ng

AI is creating tremendous economic value today.

ai value economic today

If you have a lot of data and you want to create value from that data, one of the things you might consider is building up an AI team.

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Elon Musk is worried about AI apocalypse, but I am worried about people losing their jobs. The society will have to adapt to a situation where people learn throughout their lives depending on the skills needed in the marketplace.

ai i-am society people

The true value proposition of education is employment. by Andrew Ng

The true value proposition of education is employment.

value true employment education

Education is one of the industry categories with a big potential for AI. And Coursera is already doing some of this work.

ai doing education work

I think that AI will lead to a low cost and better quality life for millions of people. Like electricity, it's a possibility to build a wonderful society. Also, right now, I don't see a clear path for AI to surpass human-level intelligence.

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Every company has messy data, and even the best of AI companies are not fully satisfied with their data. If you have data, it is probably a good idea to get an AI team to have a look at it and give feedback. This can develop into a positive feedback loop for both the IT and AI teams in any company.

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The most trusted way to keep moving up that value chain is to keep investing in individuals - to help them grow in knowledge and skills. Education is hard. It takes individuals to do the hard work.

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It takes a government to set up public-private partnerships and develop university programmes. I think this is the best path for India, given the rapid progress the country has already made and given the rapid progress we all hope India will continue to make.

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Beyond helping other people build AI systems with Deeplearning.ai, I also hope to build some AI systems myself!

ai myself hope people

I thought the best place to advance the AI mission is at Baidu. by Andrew Ng

I thought the best place to advance the AI mission is at Baidu.

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AI has been making tremendous progress in machine translation, self-driving cars, etc. Basically, all the progress I see is in specialised intelligence. It might be hundreds or thousands of years or, if there is an unexpected breakthrough, decades.

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