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Exadel Webcast Series
June 28, 2018
AI in the Cloud
Webcast Series
Jonathan Fries / Vice President Engineering
Today’s Presentation…
• Scheduled to run approximately 20 minutes
• There will be a Q&A for 5-10 minutes
• You can offer questions at any time by typing them in the Gotowebinar panel
on your right
• You can also send us a message in the chat panel
• This webinar is being recorded – every registrant will receive a link to the
recording in a follow-up email
Webcast Series
Agenda
What is AI?
AI Solutions at a glance – who, what and why?
• Amazon
• Google
• Microsoft
Cost of AI Solutions
Competition and Advantages
What can you do with AI?
• Enterprise Applications
• Opportunities
Selecting the best platform
What’s Next for AI?
Webcast Series
What is AI?
• Major cloud providers have product offerings that include AI centric
solutions, such as Conversational UI, Speech Recognition, Chat Bots
• Presentation will focus on ML because it is a powerful tool with significant
implications for Enterprise Software
• “AI is whatever hasn’t been done yet”
Webcast Series
AI at a Glance
AI Solutions at a glance – who, what and why?
Amazon
• SageMaker
• Amazon ML
Google
• Google Cloud Auto ML
• Google Cloud Machine Learning
Microsoft
• Azure Machine Learning Studio
• Azure Machine Learning Services
Webcast Series
Cost of AI Solutions
Azure
• Experimentation Pricing - Per Developer - $50/seat (first two seats free)
• Tier pricing for managed models and CPUs
Google Cloud
• Charged for time spent training models
• Charged for time with models in an online state and making predictions based on
trained models
Amazon
• SageMaker – easy entry for developers – priced based on use of underlying instances
for modeling and prediction.
• Amazon ML – priced based on use of underlying instances for modeling and
prediction.
Webcast Series
Competition and Advantages
Amazon
• SageMaker is a powerful and removes obstacles that may make it hard for developers
to get started, great documentation.
Microsoft
• Azure Machine Learning Studio has a significant breadth of algorithms available.
• Easy and powerful UI with built-in tutorials
Google
• AutoML – currently in Alpha, has image recognition/classification as a primary focus
Webcast Series
Platforms
Criteria for Selecting the Best Platforms
• Look at current technology investment
• What skills do you have in-house?
• Who will drive adoption forward?
Webcast Series
AI Applications
What can you do with AI?
Enterprise Applications
• Enterprise applications often generate large amounts of data
• ML on this data can be used to improve the application or build new features that
might not have been considered
• Data may also be used to drive other decisions in the enterprise Opportunities
• Anyone with data should be looking for opportunities
Webcast Series
What’s Next for AI?
• Incorporation in more tools and platforms
• Increased adoption as skills and use improve
• More value placed on data for skilled use with ML
Webcast Series
Q/A
Webcast Series
Submit Your Questions
Thank You!
Webcast Series
Jonathan Fries / Vice President Engineering
jfries@exadel.com
Exadel Webcast Series
June 28, 2018

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AI in the Cloud

  • 2. AI in the Cloud Webcast Series Jonathan Fries / Vice President Engineering
  • 3. Today’s Presentation… • Scheduled to run approximately 20 minutes • There will be a Q&A for 5-10 minutes • You can offer questions at any time by typing them in the Gotowebinar panel on your right • You can also send us a message in the chat panel • This webinar is being recorded – every registrant will receive a link to the recording in a follow-up email Webcast Series
  • 4. Agenda What is AI? AI Solutions at a glance – who, what and why? • Amazon • Google • Microsoft Cost of AI Solutions Competition and Advantages What can you do with AI? • Enterprise Applications • Opportunities Selecting the best platform What’s Next for AI? Webcast Series
  • 5. What is AI? • Major cloud providers have product offerings that include AI centric solutions, such as Conversational UI, Speech Recognition, Chat Bots • Presentation will focus on ML because it is a powerful tool with significant implications for Enterprise Software • “AI is whatever hasn’t been done yet” Webcast Series
  • 6. AI at a Glance AI Solutions at a glance – who, what and why? Amazon • SageMaker • Amazon ML Google • Google Cloud Auto ML • Google Cloud Machine Learning Microsoft • Azure Machine Learning Studio • Azure Machine Learning Services Webcast Series
  • 7. Cost of AI Solutions Azure • Experimentation Pricing - Per Developer - $50/seat (first two seats free) • Tier pricing for managed models and CPUs Google Cloud • Charged for time spent training models • Charged for time with models in an online state and making predictions based on trained models Amazon • SageMaker – easy entry for developers – priced based on use of underlying instances for modeling and prediction. • Amazon ML – priced based on use of underlying instances for modeling and prediction. Webcast Series
  • 8. Competition and Advantages Amazon • SageMaker is a powerful and removes obstacles that may make it hard for developers to get started, great documentation. Microsoft • Azure Machine Learning Studio has a significant breadth of algorithms available. • Easy and powerful UI with built-in tutorials Google • AutoML – currently in Alpha, has image recognition/classification as a primary focus Webcast Series
  • 9. Platforms Criteria for Selecting the Best Platforms • Look at current technology investment • What skills do you have in-house? • Who will drive adoption forward? Webcast Series
  • 10. AI Applications What can you do with AI? Enterprise Applications • Enterprise applications often generate large amounts of data • ML on this data can be used to improve the application or build new features that might not have been considered • Data may also be used to drive other decisions in the enterprise Opportunities • Anyone with data should be looking for opportunities Webcast Series
  • 11. What’s Next for AI? • Incorporation in more tools and platforms • Increased adoption as skills and use improve • More value placed on data for skilled use with ML Webcast Series
  • 13. Thank You! Webcast Series Jonathan Fries / Vice President Engineering jfries@exadel.com