Table of Contents
This tutorial covers the basics of Artificial Intelligence and Machine Learning, including solutions, formulas and concepts in computer code.
Artificial Intelligence suggest that machines can mimic humans in:
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
Cognitive intelligence created:
Cognitive intelligence also created:
AI is a result of the human need for doing Complex Calculations.
This can only be achieved using high speed computers.
The branches of Mathematics involved in AI are:
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 means straight
- A linear graph is a straight line
- In general, a linear graph displays a Linear Function
Probability is about how likely something is
Probability is a number between 0 and 1
How to collect, analyze, interpret, and present data.
- What is the most Common?
- What is the most Expected?
- What is the most Normal?