CSE185

Labs

Each lab is worth 2%. Attend at least 10 labs out of 11 labs to get full credit of 20%.

Lab 1: Colab and Python tutorial, computer vision and NLP applications [PDF]
Lab 2: KNN Classifier Jupyter Notebook
Lab 3: K-means Clustering Jupyter Notebook
Lab 4: Gaussian Mixture Models Jupyter Notebook
Lab 5: Introduction to Pytorch Jupyter Notebook
Lab 6: Multi-layer Perceptron Jupyter Notebook, [Note on neural field]
Lab 7: Training Neural Netorks Jupyter Notebook
Lab 8: Convolutional Neural Network Jupyter Notebook
Lab 9: Vision Transformer Jupyter Notebook
Lab 10: Decision Tree Jupyter Notebook
Lab 11: Suport Vector Machine Jupyter Notebook