How to model this cylinder type shape with pattern I want to create above shape (first image)
and I only could come up with this (second image)

Maybe some new tips and tricks which would help me in my way?
You can subdivide your result vertically and horizontally and then select four vertices and extrude them out. The basic extrusion principle would help you in your way.