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What is Deep Learning?

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NVIDIA
NVIDIA

Learn the fundamentals of Deep Learning, Machine Learning, and AI, how they've impacted everyday technology, and what's coming next in Artificial Intelligence technology.

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WHAT IS DEEP LEARNING?
DEEP LEARNING IS THE FASTEST GROWING SEGMENT OF ARTIFICIAL INTELLIGENCE …
IT USES MANY-LAYERED DEEP NEURAL NETWORKS (DNNS) TO LEARN LEVELS OF REPRESENTATION AND ABSTRACTION THAT MAKES SENSE OF DATA.
“The easiest way to think of their relationship is to visualize them as concentric circles with AI — the idea that came first — the largest, then machine learning — which blossomed later, and finally deep learning — which is driving today’s AI explosion — fitting inside both.” What’s the Difference Between AI, Machine Learning, and Deep Learning? READ MOREFor the full article from NVIDIA …
LETS DELVE DEEPER INTO UNDERSTANDING THE FUNDAMENTALS OF DEEP LEARNING …
1. “School’s in session. That’s how to think about deep neural networks going through the “training” phase. Neural networks get an education for the same reason most people do — to learn to do a job. More specifically, the trained neural network is put to work out in the digital world using what it has.” What’s the Difference Deep Learning Training and Inference? READ MOREFor the full article from NVIDIA …
DEEP LEARNING IS DRIVING SIGNIFICANT ADVANCEMENTS ACROSS INDUSTRIES, ENTERPRISES, AND OUR EVERYDAY LIVES.
“Over the next few years, start-ups and the usual big tech suspects will use deep learning to create new products and services … I predict that deep learning will change the way people interact with technology as radically as operating systems transformed ordinary people’s access to computers.” Deep Learning Will Radically Change the Ways we Interact with Technology READ MOREFor the full article from HBR …
1. “We are increasingly interacting with our computers by just talking to them, whether it’s Amazon’s Alexa, Apple’s Siri, Microsoft’s Cortana, or the many voice-responsive features of Google. Chinese search giant Baidu says customers have tripled their use of its speech interfaces in the past 18 months.” Why Deep Learning Is Suddenly Changing Your Life READ MOREFor the full article from Fortune …
“WE’LL KNOW AI REALLY WORKS WHEN WE HARDLY NOTICE IT AT ALL.” – BRYAN CATANZARO, VP APPLIED DEEP LEARNING, NVIDIA
1. “AI gets better and better until it kind of disappears into the background,” says Catanzaro — NVIDIA’s head of applied deep learning research — in conversation with host Michael Copeland on this week’s edition of the new AI Podcast. “Once you stop noticing that it’s there because it works so well — that’s when it’s really landed.” Where is Deep Learning Going Next? READ MOREFor the full article from NVIDIA …
FOR MORE ON THE FUNDAMENTALS OF DEEP LEARNING, WATCH OUR LATEST WEBINAR. WATCH NOW

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What is Deep Learning?

  • 1. WHAT IS DEEP LEARNING?
  • 2. DEEP LEARNING IS THE FASTEST GROWING SEGMENT OF ARTIFICIAL INTELLIGENCE …
  • 3. IT USES MANY-LAYERED DEEP NEURAL NETWORKS (DNNS) TO LEARN LEVELS OF REPRESENTATION AND ABSTRACTION THAT MAKES SENSE OF DATA.
  • 4. “The easiest way to think of their relationship is to visualize them as concentric circles with AI — the idea that came first — the largest, then machine learning — which blossomed later, and finally deep learning — which is driving today’s AI explosion — fitting inside both.” What’s the Difference Between AI, Machine Learning, and Deep Learning? READ MOREFor the full article from NVIDIA …
  • 5. LETS DELVE DEEPER INTO UNDERSTANDING THE FUNDAMENTALS OF DEEP LEARNING …
  • 6. 1. “School’s in session. That’s how to think about deep neural networks going through the “training” phase. Neural networks get an education for the same reason most people do — to learn to do a job. More specifically, the trained neural network is put to work out in the digital world using what it has.” What’s the Difference Deep Learning Training and Inference? READ MOREFor the full article from NVIDIA …
  • 7. DEEP LEARNING IS DRIVING SIGNIFICANT ADVANCEMENTS ACROSS INDUSTRIES, ENTERPRISES, AND OUR EVERYDAY LIVES.
  • 8. “Over the next few years, start-ups and the usual big tech suspects will use deep learning to create new products and services … I predict that deep learning will change the way people interact with technology as radically as operating systems transformed ordinary people’s access to computers.” Deep Learning Will Radically Change the Ways we Interact with Technology READ MOREFor the full article from HBR …
  • 9. 1. “We are increasingly interacting with our computers by just talking to them, whether it’s Amazon’s Alexa, Apple’s Siri, Microsoft’s Cortana, or the many voice-responsive features of Google. Chinese search giant Baidu says customers have tripled their use of its speech interfaces in the past 18 months.” Why Deep Learning Is Suddenly Changing Your Life READ MOREFor the full article from Fortune …
  • 10. “WE’LL KNOW AI REALLY WORKS WHEN WE HARDLY NOTICE IT AT ALL.” – BRYAN CATANZARO, VP APPLIED DEEP LEARNING, NVIDIA
  • 11. 1. “AI gets better and better until it kind of disappears into the background,” says Catanzaro — NVIDIA’s head of applied deep learning research — in conversation with host Michael Copeland on this week’s edition of the new AI Podcast. “Once you stop noticing that it’s there because it works so well — that’s when it’s really landed.” Where is Deep Learning Going Next? READ MOREFor the full article from NVIDIA …
  • 12. FOR MORE ON THE FUNDAMENTALS OF DEEP LEARNING, WATCH OUR LATEST WEBINAR. WATCH NOW