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MACHINE LEARNING AND
THE CLOUD
Andrew Bogard
WHAT IS MACHINE LEARNING?
• “Machine learning is the science of getting computers to act without being explicitly
programmed”
• As more data is introduced, computer programs teach themselves to change and
grow
WHOSE USING IT?
• Popular companies include: Google, Amazon, Netflix, Facebook
• Finance and Investment Banking companies
• Gaming companies
• Blizzard, Valve
VIDEO: ADD IN THE CLOUD
http://www.computerworld.com/article/3048184/cloud-computing/how-machine-
learning-will-take-off-in-the-cloud.html
- Eric Schmidt on Machine Learning
HOW THE CLOUD IS REVOLUTIONIZING ML
• “As more machine learning services are put in the cloud, enterprises will be able to
use the service to make sense of the huge amounts of data they are amassing.”
• No longer just “a place to store data”
• ML used to require high levels of intelligence
• Microsoft Azure
• Googles Cloud Vision API
GOOGLE CLOUD MACHINE LEARNING
• Customizable and fully managed service
• TensorFlow graph
• Google Translate and Google Speech API
• Google Vision API
• Faces, landmarks, logos, etc.
• Wix Company
• More accessible platform to broad aspect of people
DISCUSSION
• Do you agree that the Cloud is transforming Machine Learning?
• How is this relevant to us as IS developers?
SOURCES
• https://www.coursera.org/learn/machine-learning
• https://yottamine.com/machine-learning-svm
• http://www.computerworld.com/article/3048184/cloud-computing/how-machine-
learning-will-take-off-in-the-cloud.html
• http://www.techrepublic.com/article/how-developers-can-take-advantage-of-
machine-learning-on-google-cloud-platform/

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Machine Learning and the Cloud

  • 1. MACHINE LEARNING AND THE CLOUD Andrew Bogard
  • 2. WHAT IS MACHINE LEARNING? • “Machine learning is the science of getting computers to act without being explicitly programmed” • As more data is introduced, computer programs teach themselves to change and grow
  • 3. WHOSE USING IT? • Popular companies include: Google, Amazon, Netflix, Facebook • Finance and Investment Banking companies • Gaming companies • Blizzard, Valve
  • 4. VIDEO: ADD IN THE CLOUD http://www.computerworld.com/article/3048184/cloud-computing/how-machine- learning-will-take-off-in-the-cloud.html - Eric Schmidt on Machine Learning
  • 5. HOW THE CLOUD IS REVOLUTIONIZING ML • “As more machine learning services are put in the cloud, enterprises will be able to use the service to make sense of the huge amounts of data they are amassing.” • No longer just “a place to store data” • ML used to require high levels of intelligence • Microsoft Azure • Googles Cloud Vision API
  • 6. GOOGLE CLOUD MACHINE LEARNING • Customizable and fully managed service • TensorFlow graph • Google Translate and Google Speech API • Google Vision API • Faces, landmarks, logos, etc. • Wix Company • More accessible platform to broad aspect of people
  • 7. DISCUSSION • Do you agree that the Cloud is transforming Machine Learning? • How is this relevant to us as IS developers?
  • 8. SOURCES • https://www.coursera.org/learn/machine-learning • https://yottamine.com/machine-learning-svm • http://www.computerworld.com/article/3048184/cloud-computing/how-machine- learning-will-take-off-in-the-cloud.html • http://www.techrepublic.com/article/how-developers-can-take-advantage-of- machine-learning-on-google-cloud-platform/