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Advanced Machine Learning Projects

Project 1 - ML_P1_Wine.ipynb

Project 2 - AML_Project2.ipynb

Project 3 - AML_Project3_CIFAR_10.ipynb

Many cells takes a very long time to run, e.g. cross-validation, OvR, and KNN. It will take half an hour to 2 hours for a single cell to run.

One negative feature of colab is, once you get disconnected, you have to run all the previous cells again which consumes significant amount of time.

Project 4 - AML_Project4_PM2.5.ipynb

Project 5 - AML_Project5_Diabetes.ipynb

Project 6 - AML_Project6_KMean_Clustering.ipynb

Project 7.1 - Project7_CNN_Team2.ipynb

Project 7.2 - Project7_ANN_Team2.ipynb

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