How can I visualise this dataset as it has 3 features?

How can I visualise this dataset as it has 3 features ?

hey @vineetchanana ,
for now you can plot different plots taking any 2 features at a time or you can also look on google how to plot 3D plots in matplotlib.

But if you want to get much better understanding using all the features at once. For that you can search about TSNE ,UMAP and PCA . These are some of the dimensionality reduction techniques , which can help you to reduce your 3D data to 2D data , to get better insights and understanding.

I hope these things will help you do the task.
Thank You :slight_smile:.

Are these techniques are discussed in the course ?

Not that much in detail , but yeah you will get to know about PCA and TSNE a bit in this course . and other than that you can explore UMAP for learning purpose.

1 Like

I hope I’ve cleared your doubt. I ask you to please rate your experience here
Your feedback is very important. It helps us improve our platform and hence provide you
the learning experience you deserve.

On the off chance, you still have some questions or not find the answers satisfactory, you may reopen
the doubt.