Semillero R

class: center, middle, inverse, title-slide

.title[
# Semillero R
]
.subtitle[
## Sesión 4: Optimización de hiperparámetros
]
.institute[
### Universidad Nacional - Universidad de Antioquia
]
.date[
### 2022-05-07
]

---

class: inverse center, middle

# Tuning

<center>
<img src = "https://miro.medium.com/max/852/1*T6xhmo1rdOBqUCjJVy1_hQ.png" width = 550/>
</center>

---

# Estrategias para optimización

<center>
<img src = "https://www.tmwr.org/figures/tuning-strategies-1.png"/>
</center>

---

# Tipos de cuadrícula

<center>
<img src = "https://blog.ml.cmu.edu/wp-content/uploads/2018/12/heatmap.001-min.jpeg"/>
</center>

.pull-left[

<center>
<img src = "https://dials.tidymodels.org/logo.png" width = 180/>
</center>

]

.pull-right[

<center>
<img src = "https://tune.tidymodels.org/logo.png" width = 180/>
</center>

]

---
class: inverse, center, middle

# [*Tidy Modeling with R*](https://www.tmwr.org/)

<center>
<img src = "https://www.tmwr.org/images/cover.png" width =350 />
</center>

---
class: inverse, center, middle

<center>
<img src = "img/gracias.gif" width = 600 />
</center>