Introduction to EDA, Descriptive data measures, 5-point summary and skewness of data, Box-plot, covariance and coefficient of correlation, Let's get our hands dirty with code, Univariate and multivariate analysis, Encoding categorical data, Scaling and normalization, Preprocessing, Imputing missing values, Working with outliers.
- Introduction to EDA
- Descriptive Data Measures
- 5 Point Summary and Skewness of Data
- Box-plot, Covariance and Coeff of Correlation
- Let's Get Our Hands Dirty with Code
- Univariate and Multivariate Analysis
- Encoding Categorical Data
- What is Preprocessing?
- Imputing Missing Values
- Working with Outliers