Blog
Notes and reflections on data, AI and product, explained with my own examples.
From problem to match: how we would approach finding a home with AI
A class case study: how to go from a real problem, finding a home, to a data and AI idea with value, a business model and metrics.
Data strategy: purpose first, then the plan
A data strategy is a purpose plus a plan. How to place an organization by its maturity, and why data only creates value if the people who use it understand it.
Machine learning: when the data writes the rules
What machine learning is, how a project is built from start to finish, and why training the model is only the tip of the iceberg.