Artificial Intelligence

Artificial Intelligence

Artificial Intelligence suggest that machines can mimic humans in:

• Talking
• Thinking
• Learning
• Planning
• Understanding

Human Intelligence

About 70 000 years ago, the human brain started to develop "Cognitive Intelligence":

• Being able to understand numbers
• Being able to understand a language
• Being able to understand abstract thinking

Languages

Cognitive intelligence created:

• Mind
• Words
• Numbers

Numbers

Cognitive intelligence also created:

• Numbers
• Counting
• Calculating

Computers

AI is a result of the human need for doing Complex Calculations.

This can only be achieved using high speed computers.

Mathematics

The branches of Mathematics involved in AI are:

• Algebra
• Calculus
• Probability
• Statistics
• Graphics

Linear Algebra

AI experts cannot live without this Algebra:

• AI make use of Scalars
• AI make use of Vectors
• AI make use of Arrays
• AI make use of Matrices
• AI make use of Tensors

Linear Grapics

• Linear means straight
• A linear graph is a straight line
• In general, a linear graph displays a Linear Function

Probability

Probability is about how likely something is
Probability is a number between 0 and 1

Statistics

How to collect, analyze, interpret, and present data.

• What is the most Common?
• What is the most Expected?
• What is the most Normal?

AI Sciences

• Clustering
• Regressions
• Perceptrons
• Training