Measurement will be one of the core habits of a machine learning/AI-centric company. What will be the other core habits?
- Build the tools & hide the AI
- Building the scaffolding of tools to be able to test the quality and reliability of the data. Computer development has robust tools for testing, data now needs the same.
- Hide the AI – e.g. spell check.
- Find the right people
- People with a deeper insight into Deep Learning and AI.
- Focus on the data
- Start with measurement question and then maniacally focus on data and data quality.