Chapter
Small Sets of Functions for Statistical Analysis
1:02:09 - 1:06:50 (04:40)
This podcast episode discusses the importance of having a small set of functions for statistical analysis, specifically focusing on the difference between the law of large numbers and the uniform law of large numbers.
Clips
Choosing an admissible set of functions that will not overfit with a large amount of data is important for machine learning models.
1:02:09 - 1:04:23 (02:14)
Admissible Sets of Functions
Summary
Choosing an admissible set of functions that will not overfit with a large amount of data is important for machine learning models.
ChapterSmall Sets of Functions for Statistical Analysis
EpisodeVladimir Vapnik: Predicates, Invariants, and the Essence of Intelligence
PodcastLex Fridman Podcast
The Law of Large Numbers is a statistical concept that plays a critical role in data analysis.
1:04:24 - 1:06:50 (02:26)
Statistics
Summary
The Law of Large Numbers is a statistical concept that plays a critical role in data analysis. It helps to determine how likely it is for a sample average to be close to the true average of an entire population.