Looking at artificial intelligence from a big data perspective. Do we really understand the math involved in generating predictive analysis? This introduction tries to simplify artificial intelligence and how you can use it in marketing of your company
2. 4 Take Aways
1.
2.
3.
4.
The New Math
The Exponential Phenomenon
Analytics Are Our Only Hope
Use Your Patterns, If Ya Got’em
3. Math is Hard
● Combinatorial Explosion
n!=(n)(n-1)...(2)(1)
● Examples
5! = 120
10! = 3,628,800
100! = 9.332622e+157
200! = ?
4. Math is Hard
● Combinatorial Explosion
n!=(n)(n-1)...(2)(1)
● Examples
5! = 120
10! = 3,628,800
100! = 9.332622e+157
200! = ∞
5. Math is Really Hard
● Combined Probability
P(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)
6. 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