- Machine Learning and AI
What is Machine Learning?
Automated Data Science
How can we apply machine learning to Hack Oregon data projects
- Behind the Curtain: Predict election results
- Plot PDX: Predict home prices
- Poverty: household income, “real” CPI
- Education: predict graduation rates
What makes a “Good” Problem
- You know when you have an answer
- You know how good the answer is
- Plenty of it
- Good sampling (imbalanced data is tricky)
What is AI?
- Machine Learning?
- Turing Test
- Deep Learning (Neural Nets)?
- Doing stuff better than Humans?
- Accomplishing goals?
- What is intelligence?
- Machine Consiousness?
- Machine Conscience?
- numpy, scikit-learn, matplotlib
- built into OSX, Ubuntu, etc
- git-bash, CygWin or bash for Windows 10!
Written on April 3, 2016