A Quote by Jeff Dean

Machine learning is a new way of creating problem solving. — © Jeff Dean
Machine learning is a new way of creating problem solving.
When you are solving a difficult problem re-ask the problem so that your solution helps you learn faster. Find a faster way to fail, recover, and try again. If the problem you are trying to solve involves creating a magnum opus, you are solving the wrong problem.
It is well known that "problem avoidance" is an important part of problem solving. Instead of solving the problem you go upstream and alter the system so that the problem does not occur in the first place.
Collaboration is important not just because it's a better way to learn. The spirit of collaboration is penetrating every institution and all of our lives. So learning to collaborate is part of equipping yourself for effectiveness, problem solving, innovation and life-long learning in an ever-changing networked economy.
Strategy making needs to function beyond the boxes to encourage the informal learning that produces new perspectives and new combinations... Once managers understand this, they can avoid other costly misadventures caused by applying formal techniques, without judgement and intuition, to problem solving.
Most people define learning too narrowly as mere 'problem-solving', so they focus on identifying and correcting errors in the external environment. Solving problems is important. But if learning is to persist, managers and employees must also look inward. The need to reflect critically on their own behaviour, identify the ways they often inadvertently contribute to the organisation’s problems, and then change how they act.
Previously, we might use machine learning in a few sub-components of a system. Now we actually use machine learning to replace entire sets of systems, rather than trying to make a better machine learning model for each of the pieces.
Creating something is all about problem-solving.
Learning to fly an airplane taught me a way of thinking, an approach to problem-solving that was applicable and effective. Pilots are very methodical and meticulous, and artists tend not to be.
Creating is no problem - problem solving is not creating.
And initially, a lot of companies avoid trying to make a really radical new kind of title for a new system, because that would involve learning a new machine and learning how to make the new title at the same time.
I've got a passion for solving a problem that I think I can solve in a new way. And that maybe it helps that nobody has done it before as well.
I used to look at composing music as problem solving. But as I get older, it's not about problem solving anymore. There are no solutions, because there are no problems. You just turn the tap and it flows out.
I am at my happiest when I'm problem solving and a large part of writing is for me a lovely labor in problem solving. Every act of discovery in writing involves a process of figuring out why I'm not seeing what I need to see. Niggling feelings, discomforts, a sense that you've forgotten or overlooked something, a sudden curiosity about what if here? - these are priceless. They are the bases of problems and lead the way.
With every episodic, there's a learning curve where writers try to find the voice of the characters by way of the actors. Many details are found along the way. On 'Caprica,' although the franchise already existed, we were creating an entirely new world full of new characters.
I love solving puzzles, I love finding my way around obstacles, and I love learning new things about technology.
Cities are never random. No matter how chaotic they might seem, everything about them grows out of a need to solve a problem. In fact, a city is nothing more than a solution to a problem, that in turn creates more problems that need more solutions, until towers rise, roads widen, bridges are built, and millions of people are caught up in a mad race to feed the problem-solving, problem-creating frenzy.
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