Statistics: Sampling and Describing Data | Math for ML (Part 2)
Kylie Ying Kylie Ying
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 Published On Jul 13, 2024

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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