Archives Topics
Test and train data split and Feature scaling
Identity matrix, matrix inverse properties, transpose of matrix
Data import
Handling missing data
Matrix multiplication
Vector Multiplication
Matrices
Matrix operations and scalar operations
Boxplot and Violin Plot
HeatMap
Project files/Notebooks for the section 18
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
Facetgrid plots
Univariate Analysis using PDF
Pair plot and limitations
Tips dataset
Seaborn plots
Autocomplete on jupyter notebook
Scatter plot on Iris dataset
Most common data distributions, PDF and PMF
Percentiles, moment and Quantiles
Project files/Notebooks for the section 17
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.