Statistics: Sampling and Describing Data | Math for ML (Part 2)
Автор: Kylie Ying
Загружено: 2024-07-13
Просмотров: 9066
This video provides an introductory crash course to statistics, with the intention of teaching concepts that are foundational to machine learning. Elevate your workstation with FlexiSpot:
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In this course, we will discuss concepts such as sampling from a population, measures of central tendency, and measures of dispersion.
Timestamps
00:00 Introduction
00:28 Population and Sample
04:12 Measures of Central Tendency
04:34 Central Tendency: Mean (average)
10:02 Central Tendency: Median
12:26 Central Tendency: Mode
15:35 Measures of Dispersion
17:11 Dispersion: Range
22:05 Dispersion: Variance and Standard Deviation
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