Statistical Learning

Course Materials

• • Lecture Notes

    • Module 1: Introduction [Module 1] 

• • Practical Materials 

    • • 1. • Data Visualization [Note]

           • Statistical Analysis and How to report? [Example]

           • Find the effect of color-space and shape descriptors on accuracy of the algorithm. Report with statistical evidence using SPSS [Data]

           • Find which statistical method to apply to compare performance of three object detection models for detecting vehicles [Data]

           • Regression modelling using Python [Multiple]

           • Data Interpretation (Usecase 1)

           • Clustering and PCA visualization (Link)