# Week 4 - Convolutional Neural Networks

## Course session

**Solutions exercise CNN**

Presentation from the participants of the CNN assignment from Coursera

**Kaggle** 

* Homework presentation of Logistic Regression for Paddy Disease Classification

**Walk-through**

Basic CNN in PyTorch:

{% embed url="<https://www.kaggle.com/code/henrikho/opencampus-basic-cnn-in-pytorch>" %}

PyTorch 404

Basic CNN in PyTorchLightning:

{% embed url="<https://colab.research.google.com/drive/10wD5qqCmDshjcXo4p_T6MqkQIeoYHSvB?usp=sharing>" %}

## To-do

😊

Go for your own through the Kaggle Notebook and PyTorch404 above and try to understand and repeat the steps for your own.

Do Week 4 of the Coursera Course

{% embed url="<https://www.coursera.org/learn/machine-learning-duke>" %}

😊😊

Add the the test functionality and create a submission.csv and upload it to the leaderboard

😊😊😊

{% embed url="<https://uvadlc-notebooks.readthedocs.io/en/latest/tutorial_notebooks/tutorial5/Inception_ResNet_DenseNet.html>" %}