# Machine Learning Problems and Statistical Environment
## Slides
[keynote](../../slides/2_19/9-Environment.key) and [PDF](../../slides/2_19/9-Environment.pdf)
## Content
- [Statistical Environment](http://d2l.ai/chapter_multilayer-perceptrons/environment.html)
## Homework
The homework submission has switched to Gradescope. Please look at the
instructions on the
noteook. [Jupyter](../../homeworks/homework5.ipynb) and
[PDF](../../homeworks/homework5.pdf)
## Videos