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Agile Machine Learning (Engineering Thinking (Clean Code, Testing,…
Agile Machine Learning
KeyPoint for Success
62% tech will use AI within 2018
Python #1 language -> AI
AI spec highly paid
Dont belive in the Hype
the first one will prop. not survive
product design key for success
Product Thinking
AI is not your product
Is your AI part of your MVP
Is your AI Mission Critical
Article 22: why was this decision made
Engineering Thinking
Clean Code
Testing
Modularity
Lots of Research
Read: Engineering Depth in Machine Learning
Configuration Management
Agile Thinking
Research Sprints
Cool Demos
Focus on what works
Build - Measure - Learn
Rule Based -> Traditional Libraries -> Deep Learning
benchmark the results