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Build in ML driven product
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Classroom Contents
How to Effectively Scale ML & AI in Any Organization
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- 1 Intro
- 2 What is Shopify
- 3 Our global mission
- 4 Understand your data
- 5 Consumer Report
- 6 Shopify Inbox
- 7 Shopify Chat
- 8 Data Trends
- 9 Solving Real Problems
- 10 Focus on Impact
- 11 ML AI Strategy
- 12 Create the right team
- 13 Build in ML driven product
- 14 Build and productionize models
- 15 ML life cycle
- 16 Automation
- 17 Experiment
- 18 Objectives
- 19 Libraries
- 20 Need
- 21 Complexity
- 22 Bias Risk
- 23 Dont Bolt
- 24 Bonus Story
- 25 Summary
