
The 80-20 Learner

Prioritize and skim: Start by reading the conclusion or last chapter of the book to understand the author's main arguments or conclusions.
Peter Hollins • The 80-20 Learner
He claimed that eighty percent of any outcome or phenomenon is actually the result of just twenty percent of the causes.
Peter Hollins • The 80-20 Learner
Then skim through the entire last chapter to grasp the overall message.
Peter Hollins • The 80-20 Learner
Break down the information into smaller chunks and organize them in a way that makes sense to you.
Peter Hollins • The 80-20 Learner
various learning algorithms perform best when the training error rate is around 15.87%, which translates to a training accuracy of approximately eighty-five percent.
Peter Hollins • The 80-20 Learner
Learning Languages
Peter Hollins • The 80-20 Learner
But the 80/20 rule works well with books that are purely data-based—for example, manuals and textbooks.
Peter Hollins • The 80-20 Learner
We can think of the eighty-five percent rule as the 80/20 rule when applied to failure itself, i.e., what’s the optimal level of failure if we want to learn more quickly and effectively?
Peter Hollins • The 80-20 Learner
Understanding this principle helps you identify the key inputs that have the most impact and allows you to focus and optimize them.