Statistics Tutorials
Offered By: 365 Data Science via YouTube
Course Description
Overview
Syllabus
Variance, Standard Deviation, Coefficient of Variation.
Population vs Sample.
Data Science & Statistics: Levels of measurement.
Statistics Tutorials: Mean, median and mode.
Skewness.
Hypothesis testing. Null vs alternative.
Which is the best chart: Selecting among 14 types of charts Part I.
Which is the best chart: Selecting among 14 types of charts Part II.
Flat and Hierarchical Clustering | The Dendrogram Explained.
K Means Clustering: Pros and Cons of K Means Clustering.
Types of Data: Categorical vs Numerical Data.
Introduction to Probability | 365 Data Science Online Course.
The Differences Between Correlation and Regression | Statistics Tutorials.
Decomposition of Variability: Sum of Squares | Statistics Tutorial.
The linear regression model.
The Normal Distribution.
What is a distribution?.
Simple linear regression model. Geometrical representation.
Taught by
365 Data Science
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