In this course, you will :
- Exploring a dataset in order to compute overall statistics.
- Make a graph of the correlations between the features.
- Visualize the features' predictive power.
- Make use of a dataset to generate useful insights.
1. Univariate analysis
- A first sight to our dataset
2. Multivariate analysis
- Correlation matrix and histograms
- Stacked histograms
3. Some useful libraries
- Pandas profiling