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IoT Evolution EXPO: Machine Learning Introductory Certification. PART 1

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What is Machine Learning? How do you introduce it in IoT?

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IoT Evolution EXPO: Machine Learning Introductory Certification. PART 1

  1. 1. By: Prof. Giuseppe Mascarella giuseppe@valueamplify.com
  2. 2. • Contact us for 1 free consultation: giuseppe@valueamplify.com • Twitter: @giuseppeHighTec • Linkedin: www.linkedin.com/in/giuseppemascarella
  3. 3. Tuesday Feb 7th
  4. 4. : giuseppe@valueamplify.com 1. What is it that Machines are learning?
  5. 5. Source: www.microsoft.com
  6. 6. Finding patterns in data is the holy grail (the oil in a barrel!)
  7. 7. 1. What Is Machine Learning?
  8. 8. 2. How intelligence is being packed into the ML for IoT? 2. Directed Knowledge where knowledge created elsewhere (by a central authority) will be used to modify edge behavior 3. Sensor Fusion Knowledge the combining of sensory data and data delivery orchestration such that the resulting information is in some sense better than would be possible when these sources were used individually. See Kalman filter
  9. 9. Machine Learning is a branch of Computer Science that, instead of applying pre-defined logic to solve problems in explicit, imperative logic, applies data science algorithms to discover patterns implicit in the data.
  10. 10. Prof. Kris Hammond, Northwestern University http://ai.xprize.org/news/periodic- table-of- ai?imm_mid=0ec3b7&cmp=em-data- na-na-newsltr_ai_20170116
  11. 11. http://docs.h2o.ai/h2o/latest-stable/index.html Algorithms
  12. 12. : giuseppe@valueamplify.com
  13. 13. Tuesday Feb 7th 2. Machine Learning Impact on IoT (2:15 PM)

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