introduction to artificial intelligence

An Introduction toArtificial Intelligenceby Kevin Shockey

4 Take Aways

1. The New Math 2. The Exponential Phenomenon3. Analytics Are Our Only Hope4. Use Your Patterns, If Ya Got’em

Math is Hard

● Combinatorial Explosionn!=(n)(n-1)...(2)(1)

● Examples5! = 12010! = 3,628,800100! = 9.332622e+157200! = ?

Math is Hard

● Combinatorial Explosionn!=(n)(n-1)...(2)(1)

● Examples5! = 12010! = 3,628,800100! = 9.332622e+157200! = ∞

Math is Really Hard

● Combined ProbabilityP(a∩b∩...∩n) = P(a)P(b)...P(n)

● Examples P(.5) & P(.25) = P(.125)P(.01)&P(.01) = P(0.0001)P(1/2,500,000) = P(4e-7)P(4e-7)&P(4e-7) = P(1.6e-13)

Set Theory & Probabilities

● LinkedIn - 250 million users ● Twitter - 500 million users, > 350 million

tweets per day● Facebook - 1,000 million users● Internet - 2,405 million users

Exponential

Multiarmed Bandit

Analytics

Analytics #Bigdata

Patterns

Patterns

Agents

Inference Engine & Rule Base

Prediction