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A) Feel free to be advanced as you like -- assume an audience of graduate students.
A) Feel free to be advanced as you like -- assume an audience of graduate students.
 
B) But don't feel pressured to go any faster than you want. If you think you can give a pedagogical 'for dummies' talk in the course of an hour and a half, go for it!
but
 
B) Don't feel pressured to go any faster than you want. If you think you can give a pedagogical 'for dummies' talk in the course of an hour and a half, go for it!


* Derive capacity of Hopfield net and understand this limitation intuitively
* Derive capacity of Hopfield net and understand this limitation intuitively
* Explain similarity/relationship/identity of Bayesian inference and maximum entropy formalism.
* Explain similarity/relationship/identity of Bayesian inference and maximum entropy formalism.
* Deep intuitive dive on Lagrangian duals and what they really do/mean in the context of statistical inference/machine learning/stat mech
* Deep intuitive dive on Lagrangian duals and what they really do/mean in the context of statistical inference/machine learning/stat mech
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