Learning Models

What is Learning?

Definition of Learning

Narrow Sense of Learning

The process of discovering the pattern between problems and answers through limited examples.

  • Learning is closer to a computational process, or computational ability.
  • Good memory helps with learning, but memory itself is not learning.

Broad Sense of Learning

Learning refers to relatively persistent changes in an individual’s knowledge or behavior caused by experience.

Learning from a Neuroscience Perspective

Specific structures formed between groups of neurons. Includes synapses, neurotransmitters, ion channels, etc.

Types of Learning Objects

The object of learning is knowledge.

Knowledge with Few Variables

Can be mastered through memory.

  • Multi-scenario
  • High frequency
  • Review

Knowledge with Many Variables

Thinking is exhausting
Must be mastered through learning.

How to Learn?

Clarify the Problem (Input)

Use Knowledge to Build Examples (Processing)

Clarify the Answer (Output)

How to Apply?

Thinking Models

Mao Zedong Thought

Game Theory

Nash Equilibrium

Probability and Statistics

Logic

Neuroscience