Day 02: Calculus and Optimization review

[MithunNallana]

Hello all,

Please find the slides here. I have to add references and acknowledge contributions. Will update those details as soon as possible.

Few important references. Resources are available online or on library:
Calculus:
MIT OCW course
Optimization:
Multi-view Geometry: Appendix 6, upto A 6.2
Convex Optimization by Boyd: Chapter-5, upto 5.2 and 5.5

I will post a small assignment soon.

Please feel free to ask questions here.

[purugupta99]

Sir,
When will the assignment be uploaded?
Also, can some questions regarding the applications of the topics like decompositions, vector calculus, etc. be given, so that we can practice and understand what really is happening in the algorithms apart from just the theory.
Thanks!

[MithunNallana]

Hey @purugupta99

I have posted assignment here.

[MithunNallana]

Hello all,

Sorry for delay. I have updated the slides. (Edits- references, content section).

References:

• MITOCW 18.02 course
• Muti view geometry by Hartley and Zisserman.
• Convex optimization by Stephen Boyd.
• Notes by Hal Daume
• Khan Academy Notes and Videos
• Lagrange Multipliers notes by Yan Bin jia
• Wikipedia

Slides source link (read-only) for latex symbols

If there are any mistakes/queries, please contact Mithun Nallana