Motivation behind these notes is that geometry helps in providing intuitive derivation to machine learning models and optimization scenarios ! Line in 2D resembles plane in 3D, not the line in 3D. Concept of distance is essentially projection, It can be either sine (Cross product) or cosine (Dot product) References : http://www.ncert.nic.in/index.html

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