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Machine Learning Melee: AWS ML vs. Azure ML

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The world is drowning in data and there’s a gold rush in the business of turning data into actionable insight. In one corner, stands AWS, a long time cloud services innovator, that wants to leverage its PaaS dominance to take it into the next decade. In the other corner, stands a scrappy re-invigorated Microsoft with a new focus on making the cloud smarter.

Both are feverishly working on creating compelling solutions for developers to build intelligent solutions upon. Is one better than the other? What are each one’s strengths and weaknesses?

And what does Google have up its sleeve?

Come to this session to get a first hand account of a former Microsoft evangelist now working at an AWS partner startup, who promises to keep it a good clean fight!

Publicado en: Datos y análisis
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Machine Learning Melee: AWS ML vs. Azure ML

  1. 1. ABOUT ME • FORMER MICROSOFT EMPLOYEE • CURRENT AWS PARTNER • DATA SCIENTIST • FORMER WINDOWS / UWP / XAML DEVELOPER
  2. 2. REMEMBER THESE IMAGES #SYMBOLISM #FORESHADOWING
  3. 3. MICROSOFT • MARKET CAP: $549.70B • HEAVY ENTERPRISE EXPERTISE • DEVELOPER CENTRIC • PAAS FOCUSED • RECENTLY RE-INVIGORATED • SHIFT TO CLOUD & AI
  4. 4. AMAZON • MARKET CAP : $479.32B • TENACIOUS STARTUP THAT ORIGINATED AS A BOOK STORE • CLEAR LEADER IN CLOUD COMPUTING • IAAS DOMINANCE
  5. 5. ROUND 1: SOURCING DATA AWS • CSV FILES • HOSTED IN S3 • REDSHIFT AZURE • CSV FILES • STREAMS • SQL AZURE • AND MORE Winner
  6. 6. ROUND 2: DATA WRANGLING AWS • LAMBDA • RDS • REDSHIFT • SNOWFLAKE • MORE AZURE • VARIOUS MODULES IN ML STUDIO • DRAG AND DROP INTERFACE Draw
  7. 7. ROUND 3: ALGORITHMS AWS • STOCHASTIC GRADIENT DESCENT AZURE • SUPPORT VECTOR MACHINES • BAYES CLASSIFICATIONS • NEURAL NETWORKS • DECISION TREES • RANDOM FORESTS • BOOSTED TREES Winner
  8. 8. ROUND 4: FINDING FEATURES AWS • ATHENA AZURE • VARIOUS MODULES IN ML STUDIO Draw
  9. 9. ROUND 5: LANGUAGE CHOICE AWS • N/A AZURE • R • PYTHON Winner
  10. 10. ROUND 6: INSPECTION AWS AZURE Draw
  11. 11. ROUND 7: EASE OF USE AWS • YOU DECIDE AZURE • AZURE ML STUDIO
  12. 12. THE FUTURE
  13. 13. AREN’T WE FORGETTING SOMEONE?
  14. 14. TENSORFLOW • VERY IMPRESSIVE • A RATHER STEEP LEARNING CURVE
  15. 15. AND WHAT ABOUT THE JEOPARDY CHAMP?
  16. 16. PODCAST • LAUNCHED 5/26 • ANDY LEONARD & YOURS TRULY • DATADRIVEN.TV • WANT TO BE A GUEST?
  17. 17. THANK YOU • FRANK@DATALEADER.IO • WWW.DATALEADER.IO • @TABLETEER • WWW.FRANKSWORLD.COM • WWW.LINKEDIN.COM/IN/FRANK-LAVIGNE

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