$*$Here start from part $2*$

Demonstrate the use of Principal Component Analysis $($PCA$)$ on Breast Cancer and CIFAR$-10$ datasets. Your demonstration will include the following tasks:Task $1$ of Part $1$: Data Visualization Task $2$ of Part $1$: Speeding Up a Machine Learning $($ML$)$ Algorithm

PART $2$: Do the following as a continuation of Task $1$ of Part $1$ given above:

Task $1$ of Part $2$: Modify your code such that

Case $1$: Number of components will be set to $2$

Case $2$: Number of components will be set to $3$

Case $3$: Number of components will be set to $4$

Case $4$: Number of components will be set to $5$

Repeat Task $1$ of Part $1$ for each case given above.