Ml Concept Analogy

ML model learning is similar to how we learn.

Regularisation, penality term

Being Regularised / penalised if get distracted.

Learning curve

We should also keep e.g. diary on the mistakes made to avoid making the same, start from a weaker learner and grow.

Osillation in learning similar to real life.. but overall should maintain the trend of making less mistakes.

Generalisation

Types of learning

Supervised learning ~= Uni/Library
Semi-supervised learning ~= Student Apartment/Roommate
Unsupervised learning ~= Self

#TODO