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AI in cloud

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The presentation has answers to following questions,
what is AI?
Which algorithms AI use and their real-life applications?
what is machine learning?
What is cloud computing?
what are benefits of cloud computing?
what happens when they collaborate?

Published in: Internet
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AI in cloud

  1. 1. AI in Cloud By Premkumar Chalmeti Pranay Pujari Dept. of Computer science & engineering
  2. 2. FIG1.1: Data to Intelligence transformation Introduction [1]  Intelligence: Ability to acquire & apply knowledge & skills.  Human Intelligence:[HI] Human learns from experience.  Artificial Intelligence:[AI] Also possible to learn from experience that is data.
  3. 3. AI [2]  AI activities: Speech recognition Learning Problem solving knowledge
  4. 4. Speech recognition [3]  Major activities of AI.  May/May not be part of Natural Language processing.  Popular examples,  Google’s google now  Apple’s siri  Microsoft’s cortana
  5. 5. Machine learning [4][5]  Learning + Problem solving.  Algorithms :  Linear regression  Gradient descent  Naive bayes algorithm  Clustering algorithm
  6. 6. Where machine learning is used??? [6]  Detecting spam emails.  Recommending apps.  Fraud detection in transactions.
  7. 7. NOW , lets take a tour of Cloud Computing
  8. 8. What is cloud??? [7]  It Signifies virtual remote servers which executes tasks given by user on demand.  The types of services offered are  storage  Resources  Networking
  9. 9. What can do with cloud???  Create new apps and services  Store, back up and recover data  Host websites and blogs  Stream audio and video  Deliver software on demand
  10. 10. Benefits [7]  Self-service provisioning.  Elasticity. (Scaling and descaling)  Pay per use.
  11. 11. Virtualization?  Key enabling technology in cloud computing  Types of virtualization :  Storage virtualization  Server virtualization
  12. 12. Service delivery models [7]  IaaS (Infrastructure as a Service)  PaaS (Platform as a Service)  SaaS (Software as a Service)
  13. 13. NOW, lets see what happens when they are collaborated. AI + Cloud
  14. 14. AI in Cloud  Intelligence in cloud.  Remote access.  Examples  IBM Watson comes with SaaS.  TensorFlow one of largest framework.
  15. 15. References [1] https://en.wikipedia.org/wiki/Artificial_intelligence [2] https://www.techopedia.com/definition/190/artificial-intelligence-ai [3] http://searchcrm.techtarget.com/definition/speech-recognition [4] https://en.wikipedia.org/wiki/Outline_of_machine_learning [5] https://youtu.be/WXHM_i-fgGo [6] https://youtu.be/IpGxLWOIZy4 [7] https://azure.microsoft.com/en-in/overview/what-is-cloud-computing/ http://csunplugged.org/artificial-intelligence/
  16. 16. Thank You ! +Premkumar Chalmeti +Pranay Pujari

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