Last lecture Asks question - no answer Mathematically speaking Optimisation algorithm "Don't memorize this" Neural Networks In the master Next year This is not so complicated This is random Hyperparameter tuning Out of the scope In the master genetic algorithm Blackbox Mention of coursework deadline Transformes orthogonal Don't worry about extrapolation NLPs Metaheuristics There are many other tools Aspen ReLU is enough Blackbox Regularization This is just statistics/mathematics Coursework Last lecture Linear regression Weights Mathematically speaking… I already discussed this (didn't discuss) Good so we agree Grid search is too expensive Next year Case study I/II I'll show you in a second We don't have time but... Gaussian Processes Validation set Extrapolation Case study I/II In theory... Coursework It's all just optimization Asks question - no answer I will have a look into Last lecture Asks question - no answer Mathematically speaking Optimisation algorithm "Don't memorize this" Neural Networks In the master Next year This is not so complicated This is random Hyperparameter tuning Out of the scope In the master genetic algorithm Blackbox Mention of coursework deadline Transformes orthogonal Don't worry about extrapolation NLPs Metaheuristics There are many other tools Aspen ReLU is enough Blackbox Regularization This is just statistics/mathematics Coursework Last lecture Linear regression Weights Mathematically speaking… I already discussed this (didn't discuss) Good so we agree Grid search is too expensive Next year Case study I/II I'll show you in a second We don't have time but... Gaussian Processes Validation set Extrapolation Case study I/II In theory... Coursework It's all just optimization Asks question - no answer I will have a look into
MMM2 - Call List
(Print) Use this randomly generated list as your call list when playing the game. There is no need to say the BINGO column name. Place some kind of mark (like an X, a checkmark, a dot, tally mark, etc) on each cell as you announce it, to keep track. You can also cut out each item, place them in a bag and pull words from the bag.
Last lecture
Asks question - no answer
Mathematically speaking
Optimisation algorithm
"Don't memorize this"
Neural Networks
In the master
Next year
This is not so complicated
This is random
Hyperparameter tuning
Out of the scope
In the master
genetic algorithm
Blackbox
Mention of coursework deadline
Transformes
orthogonal
Don't worry about extrapolation
NLPs
Metaheuristics
There are many other tools
Aspen
ReLU is enough
Blackbox
Regularization
This is just statistics/mathematics
Coursework
Last lecture
Linear regression
Weights
Mathematically speaking…
I already discussed this (didn't discuss)
Good so we agree
Grid search is too expensive
Next year
Case study I/II
I'll show you in a second
We don't have time but...
Gaussian Processes
Validation set
Extrapolation
Case study I/II
In theory...
Coursework
It's all just optimization
Asks question - no answer
I will have a look into