# Week 4 - Deep Neural Networks

### This week you will...

* Explore deep neural network. 
* First example of generalizing a neural network with L layers. 
* Discussion and choice about the projects. 

### Learning Resources

{% embed url="<https://deeplearning.freelab.org/dlfs/weeks/week4.html>" %}

### Projects

{% embed url="<https://github.com/opencampus-sh/project_template_folder>" %}

{% embed url="<https://github.com/opencampus-sh/bakery-sales-project>" %}

### Until next week you should...

* Create a group for your project!
* Finish the first week of the [Improving Deep Neural Network Course](https://www.coursera.org/learn/deep-neural-network/home/welcome)
* Do the Programming Assignments: Initialization, Regularization and Gradient Checking


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://opencampus.gitbook.io/opencampus-machine-learning-program/courses/archive/deep-learning/week-5-deep-neural-networks.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.