- Define variance and standard deviation.
- Calculate discrete percentiles.
- Calculate continuous percentiles.
- Analyze correlations.
- Explore linear models, such as linear regression.
Skill Level Intermediate
- [Dan] Hi, I'm Dan Sullivan, and in this course, I'll be describing how to use SQL for statistics. We'll start by reviewing the basics of descriptive statistics, like sum, average and standard deviation. We'll cover how to use discrete and continuous percentiles to bucket data. We will explore ways to identify and understand relations between variables or columns within rows, as well as across rows. We'll also delve into more advanced functions for making predictions with linear regression.
So let's take a look at statistics in SQL.
Advanced SQL for Data Scientistswith Dan Sullivan1h 24m Advanced
1. Basic Descriptive Statistics
2. Percentiles and Frequencies
3. Correlations and Ranks
4. Linear Models
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