<frame title="Big Picture">
        <list>
        <e>Goal for this case study: Have better hyperparameters than pyod!</e>
<e>So each of you: Gets assigned two algorithms!</e>
<l2st>
<e>One fairly simple before</e>
<e>One more complicated one today</e>
</l2st>
<e>Try to find the best possible hyperparameters for your algorithms</e>
<l2st>
<e>Try to be clever (for example: PCA: $n_{components}<n_{features}$. Maybe $\frac{n_{components}}{n_{features}}$ constant?</e>
</l2st>
<e>Afterwards</e>
<l2st>
<e>Write down your findings into a simple function (given data, what are my best hyperparameters)</e>
<e>Write down your finding into a report (together, double collumn. max 6 Pages per student, plus comparison of algorithms to each other)</e>
<e>One final presentation together in front of my colleagues. About 10min per student.</e>
</l2st>
        </list>
        </frame>