mardi 4 décembre 2018

The Deep Learning Revolution | NVIDIA

Deep learning is the fastest-growing field in artificial intelligence, helping computers make sense of infinite amounts of data in the form of images, sound, and text. Using multiple levels of neural networks, computers now have the capacity to see, learn, and react to complex situations as well or better than humans. Every industry will be impacted by deep learning, and many businesses are already delivering new products and services based on this new way of thinking about data and technology

AlphaGo’s victories against the Korean legendary Go player in 2015 marked a major milestone in AI research. DeepMind used machine learning and neural networks to give its AlphaGo the ability to learn and play at a world-class level. At the moment, there are many applications and fields in AI are applied these technologies, such as in Natural Language Processing, Image and Speech Recognition…, etc.

With that said, systems like AlphaGo are genuinely exciting. We have learned to use computer systems to reproduce at least some forms of human intuition. Now we’ve got so many wonderful challenges ahead: to expand the range of intuition types we can represent, to make the systems stable, to understand why and how they work, and to learn better ways to combine them with the existing strengths of computer systems. It’s a tremendously promising time for artificial intelligence.

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