Sure, data is there; tools are there; interest is there; but I'm always wary if skills are there.
We teach computer science, math, statistics, and machine learning but there is no good data mining class. Data mining is about being cunning. Sometimes quantile bootstrapping will work, other times you need cross-validate L1 radial support vector machines with non-linear feature selection. Good dialog with domain expert, broker, game designer, or medical doctor, will save you weeks of work. This is what is so hard to teach ... and we are left with practice.
Comments
Sure, data is there; tools are there; interest is there; but I'm always wary if skills are there.
We teach computer science, math, statistics, and machine learning but there is no good data mining class. Data mining is about being cunning. Sometimes quantile bootstrapping will work, other times you need cross-validate L1 radial support vector machines with non-linear feature selection. Good dialog with domain expert, broker, game designer, or medical doctor, will save you weeks of work. This is what is so hard to teach ... and we are left with practice.