Statistics and Probability 1 | Data101
In this lecture of the Data101 course I have covered Statistics till a basic level required by data analysts/data scientists. The following topics have been discussed-
1. 2 Types of Statistics
2. Normal Distribution
3. Skewness, Kurtosis
4. Hypothesis Testing
5. Type 1 and Type 2 Errors
6. Linear Regression
7. p-value and R-squared
In the next lecture we cover some more concepts of Statistics and also discuss Data Visualization.